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Reinforcement Learning Libraries - Page 124

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Snakyby AI-Core

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Snaky Multiplayer Reinforcement Learning Environment

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            balancebot_rlby sandipan1

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                      basicRLSimulationby jg-fisher

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                      A basic reinforcement learning simulation using OpenAI Gym and CartPole.

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                                DiCEby decisionforce

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                                The code of paper "Non-local Policy Optimization via Diversity-regularized Collaborative Exploration".

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                                          AlphaInvadersby JPT2

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                                          Applying a Policy + Value NN approach to game of Space Invaders

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                                                    cs188by Dhanush123

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                                                    backed up code for cs 188 (intro to AI) @ UC Berkeley taken spring 2018

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                                                              Master_Degreeby HyperGD1994

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                                                              Space Manipulator/ RL/ Path Planning

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                                                                        reinforce-experimentsby philipshurpik

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                                                                        Simple implementations of vanilla reinforce (policy gradient) and actor critic methods with numpy and different frameworks

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                                                                                  ml_projectby YannouRavoet

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                                                                                  A project focussed on the application of Game Theory, Reinforcement Learning (and Deep Learning) in a multi-agent setting using the DeepMind OpenSpiel library. This project was made in the context of the 'Machine Learning: Project' (H0T25A) course at the KU Leuven.

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                                                                                            RL_with_Modelby alzmxx

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                                                                                            Combining deep reinforcement learning and safety based control for autonomous driving

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                                                                                                      TRO2018-hexapodLearningby gsartoretti

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                                                                                                      Distributed (and centralized) reinforcement learning code for the body stabilization of a hexapod robot.

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                                                                                                                Deep-Reinforcement---Stock-Market-Prediction-by aman-gupta-1995

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                                                                                                                Job: Deep Reinforcement Scientist, Company: [Deloitte, Norway]

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                                                                                                                          dissby bee-san

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                                                                                                                                    Easiest-deep-rl-algorithm-with-pytorchby HectorPulido

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                                                                                                                                    Easiest way to understand reinforcement learning algorithms using pytorch

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                                                                                                                                              gomoku-alphazeroby cattidea

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                                                                                                                                              :game_die: Gomoku AI with AlphaZero

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                                                                                                                                                        dirty-rlby netaz

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                                                                                                                                                        learning from making mistakes implementing RL in PyTorch

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                                                                                                                                                                  Demo_TLC_Finalby anhndd

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                                                                                                                                                                  Thesis: Using Reinforcement Learning to Control Traffic Light

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                                                                                                                                                                            stocktraderby sguo35

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                                                                                                                                                                            Deep RL Policy optimization for intraday stock trading

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                                                                                                                                                                                      alphazeroby kaichengyan

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                                                                                                                                                                                      Re-implementing Alpha(Go) Zero

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                                                                                                                                                                                                Easy21_ReinforcementLearningby tusharsircar95

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                                                                                                                                                                                                Implementation of reinforcement learning algorithms to Easy21 ( a variation of BlackJack )

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                                                                                                                                                                                                          safe_rlby AaronHavens

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                                                                                                                                                                                                          DRL prototyping in chainer and gym

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                                                                                                                                                                                                                    ACC-UCBby Bilkent-CYBORG

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                                                                                                                                                                                                                    Implementation of the Adaptive Contextual Combinatorial Upper Confidence Bound (ACC-UCB) algorithm for the contextual combinatorial volatile multi-armed bandit setting.

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                                                                                                                                                                                                                              SZPT_Ehall_xsjkxxbsby AtmosphereMao

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                                                                                                                                                                                                                              SZPT关于防疫期间学生信息每日线上填报爬虫 ehall.szpt.edu.cn

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                                                                                                                                                                                                                                        Slither.io-AIby BabakAkbari

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                                                                                                                                                                                                                                        Reinforcement learning environment based on openAI gym

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                                                                                                                                                                                                                                                  Agent-Ticketby Hyperion-shuo

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                                                                                                                                                                                                                                                  Agent buy airplane tickets using RL algorithm

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                                                                                                                                                                                                                                                            Upper-Confidence-Boundby mahesh147

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                                                                                                                                                                                                                                                            A simple implementation of Reinforcement Learning using UCB in python.

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                                                                                                                                                                                                                                                                      RL_algby houyanxu

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                                                                                                                                                                                                                                                                      This repo is for replicating basic RL algorithms from scratch

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                                                                                                                                                                                                                                                                                XOGOby ritikgupt

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                                                                                                                                                                                                                                                                                UNO like game implementation with reinforcement learning

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                                                                                                                                                                                                                                                                                          DDPG-PyTorchby LolloneS

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                                                                                                                                                                                                                                                                                          Deep Deterministic Policy Gradient || PyTorch || OpenAI Gym

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                                                                                                                                                                                                                                                                                                    gc-batch-rl-locomotionby aditimavalankar

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                                                                                                                                                                                                                                                                                                    Code accompanying the paper "Goal-conditioned Batch RL for Rotation Invariant Locomotion" (ICLR 2020, BeTR-RL)

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                                                                                                                                                                                                                                                                                                              DRLby YufengYuan

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                                                                                                                                                                                                                                                                                                              Implementation of Deep RL algorithms for continuous-control tasks

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                                                                                                                                                                                                                                                                                                                        snakeby GNiendorf

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                                                                                                                                                                                                                                                                                                                        OpenAI's PPO baseline applied to the classic game of Snake

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                                                                                                                                                                                                                                                                                                                                  RL-cartpoleby jaekookang

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                                                                                                                                                                                                                                                                                                                                  Simple task of cartpole game using reinforcement learning

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                                                                                                                                                                                                                                                                                                                                            rl-experimentsby aaronsnoswell

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                                                                                                                                                                                                                                                                                                                                            A collection of Inverse Reinforcement Learning Benchmarks in Python 3

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                                                                                                                                                                                                                                                                                                                                                      DRLforPowerSystemRecoveryby benasshauer

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                                                                                                                                                                                                                                                                                                                                                      Master Thesis Project for DRL in power system restoration using renewables

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                                                                                                                                                                                                                                                                                                                                                                BitFlipperby JoyChopra1298

                                                                                                                                                                                                                                                                                                                                                                Python dotstar image 2 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                BitFlipper environment in OpenAI gym format

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                                                                                                                                                                                                                                                                                                                                                                          pacman-RLby prasoon2211

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                                                                                                                                                                                                                                                                                                                                                                          Playing PacMan using Deep Reinforcement Learning.

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                                                                                                                                                                                                                                                                                                                                                                                    slac-discrete.pytorchby ku2482

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                                                                                                                                                                                                                                                                                                                                                                                    A PyTorch implementation of Stochastic Latent Actor-Critic(SLAC) extended for discrete action settings.

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                                                                                                                                                                                                                                                                                                                                                                                              NeurOMPby joaosaffran

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                                                                                                                                                                                                                                                                                                                                                                                              A tool for automatically parallelize C code using Reinforcement Learning.

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                                                                                                                                                                                                                                                                                                                                                                                                        DoctrinaReinforcementby SonsOfRL

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                                                                                                                                                                                                                                                                                                                                                                                                        Modular implementations of reinforcement learning algorithms and tools

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                                                                                                                                                                                                                                                                                                                                                                                                                  RL-GYMby hccho2

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                                                                                                                                                                                                                                                                                                                                                                                                                  RL, Reinforcement Learning, OpenAI-GYM-Breakout, more than reward 400

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                                                                                                                                                                                                                                                                                                                                                                                                                            adversarial_searchby srinadhu

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                                                                                                                                                                                                                                                                                                                                                                                                                            Implemented minimax and expectimax search and designed a evaluation function for Pacman State.

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                                                                                                                                                                                                                                                                                                                                                                                                                                      gym_yumiby MythraV

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                                                                                                                                                                                                                                                                                                                                                                                                                                      Yumi Environment for gym

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                                                                                                                                                                                                                                                                                                                                                                                                                                                RL_exerciseby xzlyu

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                                                                                                                                                                                                                                                                                                                                                                                                                                                My exercise for Reinforcement Learning

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          rl-generalizationby MiguelFreire

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Master Thesis code on optimization of RL algorithms and Deep Learning Models with focus on generalization

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    MerCur-Reby Danmou

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Model-based reinforcement learning for PointGoal navigation in Habitat using monocular RGB input and sparse rewards

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              AnimalAIby addy369

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        hAIku_generatorby Wuelle

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 2 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        A Haiku generator

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  soft_actor_criticby chrisgrimm

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

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            BanditSimby ajithalbus

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Python dotstar image 2 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Multi-Armed Bandits simulator and related Reinforcement Learning algorithms

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Snakyby AI-Core
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Snaky Multiplayer Reinforcement Learning Environment
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                balancebot_rlby sandipan1
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          basicRLSimulationby jg-fisher
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A basic reinforcement learning simulation using OpenAI Gym and CartPole.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    DiCEby decisionforce
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    The code of paper "Non-local Policy Optimization via Diversity-regularized Collaborative Exploration".
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              AlphaInvadersby JPT2
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Applying a Policy + Value NN approach to game of Space Invaders
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        cs188by Dhanush123
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        backed up code for cs 188 (intro to AI) @ UC Berkeley taken spring 2018
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  M
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Master_Degreeby HyperGD1994
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Space Manipulator/ RL/ Path Planning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            reinforce-experimentsby philipshurpik
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Simple implementations of vanilla reinforce (policy gradient) and actor critic methods with numpy and different frameworks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      m
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ml_projectby YannouRavoet
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      A project focussed on the application of Game Theory, Reinforcement Learning (and Deep Learning) in a multi-agent setting using the DeepMind OpenSpiel library. This project was made in the context of the 'Machine Learning: Project' (H0T25A) course at the KU Leuven.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                RL_with_Modelby alzmxx
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Combining deep reinforcement learning and safety based control for autonomous driving
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          TRO2018-hexapodLearningby gsartoretti
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Distributed (and centralized) reinforcement learning code for the body stabilization of a hexapod robot.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Deep-Reinforcement---Stock-Market-Prediction-by aman-gupta-1995
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Job: Deep Reinforcement Scientist, Company: [Deloitte, Norway]
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              dissby bee-san
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Easiest-deep-rl-algorithm-with-pytorchby HectorPulido
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Easiest way to understand reinforcement learning algorithms using pytorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  gomoku-alphazeroby cattidea
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  :game_die: Gomoku AI with AlphaZero
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            dirty-rlby netaz
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            learning from making mistakes implementing RL in PyTorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 4 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Demo_TLC_Finalby anhndd
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Thesis: Using Reinforcement Learning to Control Traffic Light
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                stocktraderby sguo35
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Deep RL Policy optimization for intraday stock trading
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          alphazeroby kaichengyan
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Re-implementing Alpha(Go) Zero
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Easy21_ReinforcementLearningby tusharsircar95
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Implementation of reinforcement learning algorithms to Easy21 ( a variation of BlackJack )
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 6 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              safe_rlby AaronHavens
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              DRL prototyping in chainer and gym
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        ACC-UCBby Bilkent-CYBORG
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Implementation of the Adaptive Contextual Combinatorial Upper Confidence Bound (ACC-UCB) algorithm for the contextual combinatorial volatile multi-armed bandit setting.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  SZPT_Ehall_xsjkxxbsby AtmosphereMao
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  SZPT关于防疫期间学生信息每日线上填报爬虫 ehall.szpt.edu.cn
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Slither.io-AIby BabakAkbari
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Reinforcement learning environment based on openAI gym
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Agent-Ticketby Hyperion-shuo
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Agent buy airplane tickets using RL algorithm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Upper-Confidence-Boundby mahesh147
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                A simple implementation of Reinforcement Learning using UCB in python.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          RL_algby houyanxu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          This repo is for replicating basic RL algorithms from scratch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    XOGOby ritikgupt
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    UNO like game implementation with reinforcement learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              DDPG-PyTorchby LolloneS
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Deep Deterministic Policy Gradient || PyTorch || OpenAI Gym
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        gc-batch-rl-locomotionby aditimavalankar
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Code accompanying the paper "Goal-conditioned Batch RL for Rotation Invariant Locomotion" (ICLR 2020, BeTR-RL)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  DRLby YufengYuan
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Implementation of Deep RL algorithms for continuous-control tasks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            snakeby GNiendorf
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            OpenAI's PPO baseline applied to the classic game of Snake
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      RL-cartpoleby jaekookang
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Simple task of cartpole game using reinforcement learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                rl-experimentsby aaronsnoswell
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                A collection of Inverse Reinforcement Learning Benchmarks in Python 3
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          DRLforPowerSystemRecoveryby benasshauer
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Master Thesis Project for DRL in power system restoration using renewables
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    BitFlipperby JoyChopra1298
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    BitFlipper environment in OpenAI gym format
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 5 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              pacman-RLby prasoon2211
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Playing PacMan using Deep Reinforcement Learning.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        slac-discrete.pytorchby ku2482
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        A PyTorch implementation of Stochastic Latent Actor-Critic(SLAC) extended for discrete action settings.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  NeurOMPby joaosaffran
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  A tool for automatically parallelize C code using Reinforcement Learning.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            DoctrinaReinforcementby SonsOfRL
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Modular implementations of reinforcement learning algorithms and tools
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      RL-GYMby hccho2
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      RL, Reinforcement Learning, OpenAI-GYM-Breakout, more than reward 400
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                adversarial_searchby srinadhu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Implemented minimax and expectimax search and designed a evaluation function for Pacman State.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          gym_yumiby MythraV
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Yumi Environment for gym
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    RL_exerciseby xzlyu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    My exercise for Reinforcement Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              rl-generalizationby MiguelFreire
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Master Thesis code on optimization of RL algorithms and Deep Learning Models with focus on generalization
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            hAIku_generatorby Wuelle
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            A Haiku generator
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      soft_actor_criticby chrisgrimm
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