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Reinforcement Learning Libraries - Page 120

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Pre-Trained-HAC-Skillsby andrew-j-levy

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Repository provides software to construct skills using a pre-trained HAC agent

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            reinforcement-learningby spark-1

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                      reinforcement-learningby nicomon24

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                      A collection of problems and solution to explore reinforcement learning

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                                Deep-Notaktoby abeoliver

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                                Applying AlphaZero to the misère game Notakto... and now, Connect4!

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                                          RLHeatingControllerby ae137

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                                          Develop a heating controller using reinforcement learning in a gym environment

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                                                    split-screen-communication-learningby ethancaballero

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                                                    Learning Grounded Language via Split Screen Communication Learning via Deep Multi-Agent Reinforcement Learning

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                                                              AIFrenz-DQNby dongminlee94

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                                                              Repository for slides and codes lectured from classical RL to Deep Q-Network (DQN) at AI Frenz

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                                                                        puyopuyoRLby queez0405

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                                                                        TF 2.0 implement of playing puyopuyo with Reinforcement learning

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                                                                                  FunctionApproximationIRLby mestoking

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                                                                                  Methods for inverse reinforcement learning in high-dimensional and large-scale state space

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                                                                                            rl-easy21by yonilev

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                                                                                            My solutions for David Silver's UCL course on Reinforcement Learning. http://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html

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                                                                                                      AlphaDraughtsby TTitcombe

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                                                                                                      A PyTorch implementation of AlphaGo Zero applied to Draughts

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                                                                                                                PPO_pendulmnby ashitani

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                                                                                                                Swinging up a pendulmn by PPO(Proximal Policy Optimization)

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                                                                                                                          drl_based_trigger_selectionby MOSAIC-LAB-AALTO

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                                                                                                                                    reinforcement_learning_soft_actor_criticby wisnunugroho21

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                                                                                                                                    Reinforcement Learning using Soft Actor Critic

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                                                                                                                                              commerce_copby vasike

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                                                                                                                                              Commerce Custom Offline Payments

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                                                                                                                                                        FF-History-Appby keenmckenzie

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                                                                                                                                                        Connecting to ESPN API

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                                                                                                                                                                  DQN_vehicle_energyby Luoyadan

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                                                                                                                                                                  Code for "Deep Reinforcement Learning-Based Vehicle Energy Efficiency Autonomous Learning System"

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                                                                                                                                                                            thermalbotby akafliegdarmstadt

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                                                                                                                                                                            A simulation of an autonomous glider agent using reinforcement learning

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                                                                                                                                                                                      AirSim_Gymby Kamaropoulos

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                                                                                                                                                                                      An OpenAI Gym environment for Microsoft's AirSim Multirotor simulator

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                                                                                                                                                                                                cart_poleby mapehe

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                                                                                                                                                                                                          ur5_RLby sholtodouglas

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                                                                                                                                                                                                                    BE_Capstone_Projectby karansaxena

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                                                                                                                                                                                                                    BE Capstone Project Batch 06 2013-2017

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                                                                                                                                                                                                                              gym-malwareby RsbCode

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                                                                                                                                                                                                                                        TSCby L-Jerry

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                                                                                                                                                                                                                                        交通信号灯单路口控制

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                                                                                                                                                                                                                                                  REINFORCE-DDPGby gouxiangchen

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                                                                                                                                                                                                                                                  the implement of REINFORCE algorithm and DDPG algorithm

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                                                                                                                                                                                                                                                            algo-trainingby nevestuan

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                                                                                                                                                                                                                                                            Algorithm Training

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                                                                                                                                                                                                                                                                      rlby MichaelKonobeev

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                                                                                                                                                                                                                                                                                psetby tehZevo

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                                                                                                                                                                                                                                                                                Policy Search with Eligibility Traces

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                                                                                                                                                                                                                                                                                          rl-framework-687-publicby bmetevier

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                                                                                                                                                                                                                                                                                          Repository for Reinforcement Learning 687 course at UMass Amherst

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                                                                                                                                                                                                                                                                                                    HERby starry-sky6688

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                                                                                                                                                                                                                                                                                                    Pytorch implementation of hindsight experience replay

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                                                                                                                                                                                                                                                                                                              finger_inverse_kinematicby qianyuez

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                                                                                                                                                                                                                                                                                                              Implement finger inverse kinematic with neural network and reinforcement learning algorithm ddpg.

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                                                                                                                                                                                                                                                                                                                        SGT-PGby tomjur

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                                                                                                                                                                                                                                                                                                                                  evolved_cartpoleby matpalm

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                                                                                                                                                                                                                                                                                                                                  evolving a gym cartpole controller; directly against bytes of a tf lite microcontroller model

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                                                                                                                                                                                                                                                                                                                                            Deep-Reinforcement-Learningby liuhengli

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                                                                                                                                                                                                                                                                                                                                            Reinforcement Learning base Algorithom code

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                                                                                                                                                                                                                                                                                                                                                      retro-baselinesby TeamSerpentine

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                                                                                                                                                                                                                                                                                                                                                      Machine Learning and Artificial Intelligence baseline algorithms applied to remastered retro games.

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                                                                                                                                                                                                                                                                                                                                                                RLStudyby SooyungByeon

                                                                                                                                                                                                                                                                                                                                                                Python dotstar image 2 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                Reinforcement Learning Study 2019Fall A&C AAE Purdue

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                                                                                                                                                                                                                                                                                                                                                                          Kick-a-Canby reisenmiao

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                                                                                                                                                                                                                                                                                                                                                                          A webots RL project which makes a robot to kick a can

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                                                                                                                                                                                                                                                                                                                                                                                    TicTacToe_AIby InnovativeCoder

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                                                                                                                                                                                                                                                                                                                                                                                    Implementation of reinforcement learning on tictoactoe game.

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                                                                                                                                                                                                                                                                                                                                                                                              Wumpus_AIby ndcuong869

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                                                                                                                                                                                                                                                                                                                                                                                              Implement Wumpus World using Q - Learning, Logic Algorithm

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                                                                                                                                                                                                                                                                                                                                                                                                        SMERLby szk9876

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                                                                                                                                                                                                                                                                                                                                                                                                                  dixitby byewokko

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                                                                                                                                                                                                                                                                                                                                                                                                                  Dixit board game simulator

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                                                                                                                                                                                                                                                                                                                                                                                                                            tf_reinforcementby qhapaq-49

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                                                                                                                                                                                                                                                                                                                                                                                                                            tensorflowを使った簡単(300行弱)なreinforcement learning

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                                                                                                                                                                                                                                                                                                                                                                                                                                      CartPole_reinforcement_learningby pythonlessons

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                                                                                                                                                                                                                                                                                                                                                                                                                                      Basics of reinforcement learning

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                                                                                                                                                                                                                                                                                                                                                                                                                                                alphacrossby AlphaStan

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                                                                                                                                                                                                                                                                                                                                                                                                                                                Reinforcement learning agents and environments

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          tictactoeby rjherrera

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Simple TicTacToe game against an optimal minimax yielded policy

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Markov-Decision-Process-Solverby sdthapar

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    In this project I built a program that would take in an arbitrary MDP and solve it. The goal was to solidify understanding of Value Iteration and Policy Iteration, and to create a tool for exploring how they perform on different MDPs.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              RL_funby knowlen

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              playing around with Reinforcement Learning

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Q-Learning-Hot-Air-balloon-Reinforcement-Learning-by sdthapar

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 2 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        In this project I programmed a Q-learning algorithm and used it to play a simple game. The goal was to gain better insight into Q-learning, and see in action such concepts as exploration-vs-exploitation, choice of parameters, limitations of discrete world, etc. It was fun to see AI controlling an agent.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  jssc2by arcman7

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  JavaScript dotstar image 2 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Provides an interface for RL agents to interact with StarCraft 2, getting observations and sending actions.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Reinforcement-Learning--CartPoleby mrgarg

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Python dotstar image 2 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            no licences License: No License (No License)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            A Reinforcement Learning Based algorithm(Q-learning) built from scratch to simulate the game 'CartPole-v0' in the OpenAI Gym Environment.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pre-Trained-HAC-Skillsby andrew-j-levy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Repository provides software to construct skills using a pre-trained HAC agent
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                reinforcement-learningby spark-1
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          reinforcement-learningby nicomon24
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A collection of problems and solution to explore reinforcement learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 6 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Deep-Notaktoby abeoliver
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Applying AlphaZero to the misère game Notakto... and now, Connect4!
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              RLHeatingControllerby ae137
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Develop a heating controller using reinforcement learning in a gym environment
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 3 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        split-screen-communication-learningby ethancaballero
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Learning Grounded Language via Split Screen Communication Learning via Deep Multi-Agent Reinforcement Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2dotUpdated: 6 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  AIFrenz-DQNby dongminlee94
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Repository for slides and codes lectured from classical RL to Deep Q-Network (DQN) at AI Frenz
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            puyopuyoRLby queez0405
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            TF 2.0 implement of playing puyopuyo with Reinforcement learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      FunctionApproximationIRLby mestoking
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Methods for inverse reinforcement learning in high-dimensional and large-scale state space
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                rl-easy21by yonilev
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                My solutions for David Silver's UCL course on Reinforcement Learning. http://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          AlphaDraughtsby TTitcombe
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A PyTorch implementation of AlphaGo Zero applied to Draughts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    PPO_pendulmnby ashitani
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Swinging up a pendulmn by PPO(Proximal Policy Optimization)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 6 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              drl_based_trigger_selectionby MOSAIC-LAB-AALTO
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        reinforcement_learning_soft_actor_criticby wisnunugroho21
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Reinforcement Learning using Soft Actor Critic
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2dotUpdated: 4 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  commerce_copby vasike
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Commerce Custom Offline Payments
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  PHPdotstar image 2dotUpdated: 7 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            FF-History-Appby keenmckenzie
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Connecting to ESPN API
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      DQN_vehicle_energyby Luoyadan
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Code for "Deep Reinforcement Learning-Based Vehicle Energy Efficiency Autonomous Learning System"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 4 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                thermalbotby akafliegdarmstadt
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                A simulation of an autonomous glider agent using reinforcement learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          AirSim_Gymby Kamaropoulos
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          An OpenAI Gym environment for Microsoft's AirSim Multirotor simulator
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    cart_poleby mapehe
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 6 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              ur5_RLby sholtodouglas
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        BE_Capstone_Projectby karansaxena
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        BE Capstone Project Batch 06 2013-2017
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  gym-malwareby RsbCode
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            TSCby L-Jerry
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            交通信号灯单路口控制
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      REINFORCE-DDPGby gouxiangchen
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      the implement of REINFORCE algorithm and DDPG algorithm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                algo-trainingby nevestuan
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Algorithm Training
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                JavaScriptdotstar image 2dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          rlby MichaelKonobeev
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    psetby tehZevo
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Policy Search with Eligibility Traces
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              rl-framework-687-publicby bmetevier
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Repository for Reinforcement Learning 687 course at UMass Amherst
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 5 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        HERby starry-sky6688
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pytorch implementation of hindsight experience replay
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  finger_inverse_kinematicby qianyuez
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Implement finger inverse kinematic with neural network and reinforcement learning algorithm ddpg.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            SGT-PGby tomjur
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      evolved_cartpoleby matpalm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      evolving a gym cartpole controller; directly against bytes of a tf lite microcontroller model
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Deep-Reinforcement-Learningby liuhengli
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Reinforcement Learning base Algorithom code
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 6 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          retro-baselinesby TeamSerpentine
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Machine Learning and Artificial Intelligence baseline algorithms applied to remastered retro games.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 4 y agodot License: Permissive (BSD-3-Clause)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    RLStudyby SooyungByeon
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Reinforcement Learning Study 2019Fall A&C AAE Purdue
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Kick-a-Canby reisenmiao
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A webots RL project which makes a robot to kick a can
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        TicTacToe_AIby InnovativeCoder
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Implementation of reinforcement learning on tictoactoe game.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2dotUpdated: 7 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Wumpus_AIby ndcuong869
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Implement Wumpus World using Q - Learning, Logic Algorithm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            SMERLby szk9876
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      dixitby byewokko
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Dixit board game simulator
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                tf_reinforcementby qhapaq-49
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                tensorflowを使った簡単(300行弱)なreinforcement learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          CartPole_reinforcement_learningby pythonlessons
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Basics of reinforcement learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    alphacrossby AlphaStan
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Reinforcement learning agents and environments
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 4 y agodot License: Permissive (BSD-3-Clause)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              tictactoeby rjherrera
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Simple TicTacToe game against an optimal minimax yielded policy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Markov-Decision-Process-Solverby sdthapar
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        In this project I built a program that would take in an arbitrary MDP and solve it. The goal was to solidify understanding of Value Iteration and Policy Iteration, and to create a tool for exploring how they perform on different MDPs.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  RL_funby knowlen
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  playing around with Reinforcement Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Q-Learning-Hot-Air-balloon-Reinforcement-Learning-by sdthapar
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            In this project I programmed a Q-learning algorithm and used it to play a simple game. The goal was to gain better insight into Q-learning, and see in action such concepts as exploration-vs-exploitation, choice of parameters, limitations of discrete world, etc. It was fun to see AI controlling an agent.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 6 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      jssc2by arcman7
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Provides an interface for RL agents to interact with StarCraft 2, getting observations and sending actions.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      JavaScriptdotstar image 2dotUpdated: 4 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Reinforcement-Learning--CartPoleby mrgarg
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                A Reinforcement Learning Based algorithm(Q-learning) built from scratch to simulate the game 'CartPole-v0' in the OpenAI Gym Environment.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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