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Reinforcement Learning Libraries - Page 123

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diminishing-reward-shapingby fanyun-sun

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Code of our AIES 2018 paper "Designing Non-greedy Reinforcement Learning Agents with Diminishing Reward Shaping"

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            PPOC-balance-botby xlrobotics

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                      Vehicle-Routing-Problemby nperlmut31

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                      Deep Reinforcement Approach to Vehicle Routing Problem

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                                multiagent-confrontationby NGU12138

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                                This is the source code of "Efficient training techniques for multi-agent reinforcement learning in combatant tasks".

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                                          dss-plugin-reinforcement-learningby dataiku

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                                                    SudokuSAGby vonHousen

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                                                    Multi-agent system solving Sudoku riddle

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                                                              webots_agentby ziemowit-s

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                                                              Webots based robotic agents implementation for Reinforcement learning and Spiking Neural Networks

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                                                                        procgen_adventureby Laurans

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                                                                        Experimentation with the environment procgen and RL algorithms

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                                                                                  deep-reinforcement-learningby d3lm

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                                                                                  Deep Reinforcement Learning for playing Snake

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                                                                                            rl_bandit_rubyby kenzan100

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                                                                                            Reinforcement Learning K-armed bandit performance experiments in Ruby

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                                                                                                      SMIXby iriszero

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                                                                                                      Starcraft II Multi-Agent RL Challenge

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                                                                                                                dynamical_systems_rlby carterian8

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                                                                                                                          robo-gymby tonylitianyu

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                                                                                                                          Reinforcement Learning Environment for Quadrotor and Other Robots

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                                                                                                                                    ReinforcementLearningby theAkhileshRai

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                                                                                                                                    Reinforcement Learning Problems,Codes and Solutions

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                                                                                                                                              UDRLby kage08

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                                                                                                                                              Implementation of upside down Reinforcement Learning

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                                                                                                                                                        mcts_patrolby liminglong

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                                                                                                                                                        Multi-robot patrol using Monte Carlo Tree Search.

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                                                                                                                                                                  Dlistby danfinelli1

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                                                                                                                                                                  Poor-man's craigslist

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                                                                                                                                                                            note_analysis_2stage_tasksby carolfs

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                                                                                                                                                                            Code for the simulations discussed in the paper "A note on the analysis of two-stage task results: how changes in task structure affect what model-free and model-based strategies predict about the effects of reward and transition on the stay probability" by C. Feher da Silva and Todd A. Hare.

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                                                                                                                                                                                      A2C_Kerasby Hyeokreal

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                                                                                                                                                                                      The implementation of A2C (reinforcement learning algorithm)

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                                                                                                                                                                                                sc-mqby Games-and-Simulations

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                                                                                                                                                                                                Message queue for starcraft workers

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                                                                                                                                                                                                          sutton-reinforcement-learning-introby langusta

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                                                                                                                                                                                                          Excersises and figures from "Reinforcement Learning, An Introduction" by Sutton and Barto

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                                                                                                                                                                                                                    qi_gymby softbankrobotics-research

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                                                                                                                                                                                                                    RL algorithms tested with qiBullet

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                                                                                                                                                                                                                              dist-rlby oliverastrand

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                                                                                                                                                                                                                              Implementation of distributed RL algorithm

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                                                                                                                                                                                                                                        DRL-DDPGby asdint

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                                                                                                                                                                                                                                        Training a robotic arm with reinforcement learning (DDPG)

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                                                                                                                                                                                                                                                  Fact_Checkerby gsvarma

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                                                                                                                                                                                                                                                  A repository for the SNLP course's mini-project - CS Uni Paderborn

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                                                                                                                                                                                                                                                            cbprby ej0cl6

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                                                                                                                                                                                                                                                            Contextual Bandit with Piled Rewards

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                                                                                                                                                                                                                                                                      gym_gridworldby diegoalejogm

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                                                                                                                                                                                                                                                                      Easy to use Gridworld OpenAI Gym Environment, presented in the Reinforcement Learning book by Sutton and Barto.

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                                                                                                                                                                                                                                                                                puck-worldby nicehiro

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                                                                                                                                                                                                                                                                                RL environment puckworld based on OpenAI Gym.

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                                                                                                                                                                                                                                                                                          Rainbow-Atariby alirezakazemipour

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                                                                                                                                                                                                                                                                                          Implementation of the DQN and some of the improvements to it.

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                                                                                                                                                                                                                                                                                                    BDI-Agentsby Cmpe593

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                                                                                                                                                                                                                                                                                                              VideoGen2by FAMILIAR-project

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                                                                                                                                                                                                                                                                                                              Yet another variant of a configurable generator of generator of video variants

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                                                                                                                                                                                                                                                                                                                        optionswithhfby helepli

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                                                                                                                                                                                                                                                                                                                        options with human feedback (reward or policy shaping)

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                                                                                                                                                                                                                                                                                                                                  zero_shot_imitationby senthilpalanisamy

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                                                                                                                                                                                                                                                                                                                                            agentFby SergeOlivierP

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                                                                                                                                                                                                                                                                                                                                            Basic reinforcement learning exploration with financial data.

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                                                                                                                                                                                                                                                                                                                                                      rltensorby jjakimoto

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                                                                                                                                                                                                                                                                                                                                                      Reinforcement Learning with tensorflow

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                                                                                                                                                                                                                                                                                                                                                                Inverse-Reinforcement-Learningby ivomarb

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                                                                                                                                                                                                                                                                                                                                                                Algorithms for inverse reinforcement learning, AY Ng, SJ Russell - Icml, 2000 - ai.stanford.edu.

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                                                                                                                                                                                                                                                                                                                                                                          tennis_rl_multiagentby fatenghriss

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                                                                                                                                                                                                                                                                                                                                                                          This project consists in developing a multi-agent reinforcement learning algorithm to train agents to play table tennis.

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                                                                                                                                                                                                                                                                                                                                                                                    GridWorld-MDPby davidxk

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                                                                                                                                                                                                                                                                                                                                                                                    MDP Value Iteration and Q-Learning implementations demonstrated on Grid World

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                                                                                                                                                                                                                                                                                                                                                                                              rl_puyopuyoby frostburn

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                                                                                                                                                                                                                                                                                                                                                                                              Reinforcement learning agent for Puyo Puyo

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                                                                                                                                                                                                                                                                                                                                                                                                        AlphaZeroby AlSaeed

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                                                                                                                                                                                                                                                                                                                                                                                                        An Implementation of the AlphaZero Paper

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                                                                                                                                                                                                                                                                                                                                                                                                                  rewardby lgvaz

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                                                                                                                                                                                                                                                                                                                                                                                                                  Reinforcement Learning in PyTorch.

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                                                                                                                                                                                                                                                                                                                                                                                                                            Staged-Experience-Mechanismby StepNeverStop

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                                                                                                                                                                                                                                                                                                                                                                                                                            Code of `Staged Experience Mechanism (SEM)`

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                                                                                                                                                                                                                                                                                                                                                                                                                                      rl_torchby yongjin-shin

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                                                                                                                                                                                                                                                                                                                                                                                                                                      Repository for RL code practicing

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                                                                                                                                                                                                                                                                                                                                                                                                                                                ddpg_schedulerby aeroniero33

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Reinforcement-Learningby shwetabhatt08

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Q-learning PacMan AI

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    kalah-alpha-zeroby johnnyvf24

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    AlphaGo Zero methods for the game of Mancala

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              vel-explanationby dkasenberg

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Code corresponding to the ICAPS 2020 paper "Generating Explanations for Temporal Logic Planner Decisions".

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        boardgame-rlby JaeHunRo

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Reinforcement learning board game playing agent

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  simbicon2d-unityby chengx-coding

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  C# dotstar image 2 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  An Implementation of SIGGRAPH 2007 papaer "SIMBICON: Simple Biped Locomotion Control"

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            flappyrlby kdrudy

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Java dotstar image 2 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Flappy Bird Reinforcement Learning with RL4J

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      diminishing-reward-shapingby fanyun-sun
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Code of our AIES 2018 paper "Designing Non-greedy Reinforcement Learning Agents with Diminishing Reward Shaping"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                PPOC-balance-botby xlrobotics
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Vehicle-Routing-Problemby nperlmut31
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Deep Reinforcement Approach to Vehicle Routing Problem
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    multiagent-confrontationby NGU12138
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    This is the source code of "Efficient training techniques for multi-agent reinforcement learning in combatant tasks".
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              dss-plugin-reinforcement-learningby dataiku
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        SudokuSAGby vonHousen
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Multi-agent system solving Sudoku riddle
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Javadotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  webots_agentby ziemowit-s
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Webots based robotic agents implementation for Reinforcement learning and Spiking Neural Networks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            procgen_adventureby Laurans
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Experimentation with the environment procgen and RL algorithms
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      deep-reinforcement-learningby d3lm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Deep Reinforcement Learning for playing Snake
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 5 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                rl_bandit_rubyby kenzan100
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Reinforcement Learning K-armed bandit performance experiments in Ruby
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Rubydotstar image 2dotUpdated: 7 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          SMIXby iriszero
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Starcraft II Multi-Agent RL Challenge
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    dynamical_systems_rlby carterian8
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              robo-gymby tonylitianyu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Reinforcement Learning Environment for Quadrotor and Other Robots
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        ReinforcementLearningby theAkhileshRai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Reinforcement Learning Problems,Codes and Solutions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  UDRLby kage08
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Implementation of upside down Reinforcement Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            mcts_patrolby liminglong
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Multi-robot patrol using Monte Carlo Tree Search.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 5 y agodot License: Permissive (BSD-2-Clause)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Dlistby danfinelli1
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Poor-man's craigslist
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Rubydotstar image 2dotUpdated: 7 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                note_analysis_2stage_tasksby carolfs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Code for the simulations discussed in the paper "A note on the analysis of two-stage task results: how changes in task structure affect what model-free and model-based strategies predict about the effects of reward and transition on the stay probability" by C. Feher da Silva and Todd A. Hare.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 4 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A2C_Kerasby Hyeokreal
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          The implementation of A2C (reinforcement learning algorithm)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    sc-mqby Games-and-Simulations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Message queue for starcraft workers
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 6 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              sutton-reinforcement-learning-introby langusta
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Excersises and figures from "Reinforcement Learning, An Introduction" by Sutton and Barto
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 6 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        qi_gymby softbankrobotics-research
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        RL algorithms tested with qiBullet
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  dist-rlby oliverastrand
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Implementation of distributed RL algorithm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            DRL-DDPGby asdint
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Training a robotic arm with reinforcement learning (DDPG)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Fact_Checkerby gsvarma
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      A repository for the SNLP course's mini-project - CS Uni Paderborn
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Javadotstar image 2dotUpdated: 4 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                cbprby ej0cl6
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Contextual Bandit with Piled Rewards
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          gym_gridworldby diegoalejogm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Easy to use Gridworld OpenAI Gym Environment, presented in the Reinforcement Learning book by Sutton and Barto.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 6 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    puck-worldby nicehiro
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    RL environment puckworld based on OpenAI Gym.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Rainbow-Atariby alirezakazemipour
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Implementation of the DQN and some of the improvements to it.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        BDI-Agentsby Cmpe593
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Javadotstar image 2dotUpdated: 6 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  VideoGen2by FAMILIAR-project
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Yet another variant of a configurable generator of generator of video variants
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Javadotstar image 2dotUpdated: 6 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            optionswithhfby helepli
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            options with human feedback (reward or policy shaping)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      zero_shot_imitationby senthilpalanisamy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                agentFby SergeOlivierP
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Basic reinforcement learning exploration with financial data.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          rltensorby jjakimoto
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Reinforcement Learning with tensorflow
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Inverse-Reinforcement-Learningby ivomarb
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Algorithms for inverse reinforcement learning, AY Ng, SJ Russell - Icml, 2000 - ai.stanford.edu.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Javadotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              tennis_rl_multiagentby fatenghriss
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              This project consists in developing a multi-agent reinforcement learning algorithm to train agents to play table tennis.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        GridWorld-MDPby davidxk
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        MDP Value Iteration and Q-Learning implementations demonstrated on Grid World
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  rl_puyopuyoby frostburn
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Reinforcement learning agent for Puyo Puyo
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2dotUpdated: 5 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            AlphaZeroby AlSaeed
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            An Implementation of the AlphaZero Paper
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 6 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      rewardby lgvaz
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Reinforcement Learning in PyTorch.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Staged-Experience-Mechanismby StepNeverStop
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Code of `Staged Experience Mechanism (SEM)`
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 4 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          rl_torchby yongjin-shin
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Repository for RL code practicing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    ddpg_schedulerby aeroniero33
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Reinforcement-Learningby shwetabhatt08
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Q-learning PacMan AI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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