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Reinforcement Learning Libraries - Page 12

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irl-maxentby qzed

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Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python

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            ROMAby TonghanWang

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            Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)

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                      Pontryagin-Differentiable-Programmingby wanxinjin

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                      A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.

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                                MaCAby CETC-TFAI

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                                          Q-GridWorldby Unity-Technologies

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                                          Demo project using tabular Q-learning algorithm

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                                                    deepmind_MAS_enviromentby wwxFromTju

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                                                    some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》

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                                                              pysc2-rl-agentsby simonmeister

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                                                              StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)

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                                                                        Overcoming-exploration-from-demosby jangirrishabh

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                                                                        Implementation of the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI

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                                                                                  donkey_rlby flyyufelix

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                                                                                  Reinforcement Learning Simulator for Donkey Car

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                                                                                            Reinforcement_Learningby jcwleo

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                                                                                            강화학습에 대한 기본적인 알고리즘 구현

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                                                                                                      gail_ppo_tfby uidilr

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                                                                                                      Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action

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                                                                                                                Transformers-RLby dhruvramani

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                                                                                                                An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"

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                                                                                                                          Reinforcement-Learningby diegoalejogm

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                                                                                                                          Implementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)

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                                                                                                                                    A3C-PyTorchby onlytailei

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                                                                                                                                    PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch

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                                                                                                                                              CS224W-Colabby luciusssss

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                                                                                                                                              Solutions for CS224W Winter 2021 Colab

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                                                                                                                                                        IQ-Learnby Div99

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                                                                                                                                                        (NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation

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                                                                                                                                                                  OfflineRLby polixir

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                                                                                                                                                                  A collection of offline reinforcement learning algorithms. This is a mirror repo from https://agit.ai/Polixir/OfflineRL

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                                                                                                                                                                            MAgent2by Farama-Foundation

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                                                                                                                                                                            An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments

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                                                                                                                                                                                      aws-robomaker-sample-application-deepracerby amazon-archives

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                                                                                                                                                                                      Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track

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                                                                                                                                                                                                adaptive-transformers-in-rlby jerrodparker20

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                                                                                                                                                                                                Adaptive Attention Span for Reinforcement Learning

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                                                                                                                                                                                                          java-reinforcement-learningby chen0040

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                                                                                                                                                                                                          Package provides java implementation of reinforcement learning algorithms such Q-Learn, R-Learn, SARSA, Actor-Critic

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                                                                                                                                                                                                                    modular-assembliesby pathak22

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                                                                                                                                                                                                                    [NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"

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                                                                                                                                                                                                                              delucaby google

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                                                                                                                                                                                                                              Performant, differentiable reinforcement learning

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                                                                                                                                                                                                                                        VRP_DRL_MHAby Rintarooo

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                                                                                                                                                                                                                                        "Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver

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                                                                                                                                                                                                                                                  openai-gym-policy-gradientby gabrielgarza

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                                                                                                                                                                                                                                                  Reinforcement Learning using Policy Gradient to solve OpenAI Gym games

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                                                                                                                                                                                                                                                            curiosity-driven-exploration-pytorchby jcwleo

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                                                                                                                                                                                                                                                            Curiosity-driven Exploration by Self-supervised Prediction

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                                                                                                                                                                                                                                                                      ngsim_envby sisl

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                                                                                                                                                                                                                                                                      Learning human driver models from NGSIM data with imitation learning.

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                                                                                                                                                                                                                                                                                DVRLby maximilianigl

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                                                                                                                                                                                                                                                                                Deep Variational Reinforcement Learning

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                                                                                                                                                                                                                                                                                          sac-discrete.pytorchby ku2482

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                                                                                                                                                                                                                                                                                          A PyTorch implementation of SAC-Discrete.

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                                                                                                                                                                                                                                                                                                    Reinforcement-Learningby Ceruleanacg

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                                                                                                                                                                                                                                                                                                    🤖 Implements of Reinforcement Learning algorithms.

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                                                                                                                                                                                                                                                                                                              torchrlby activatedgeek

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                                                                                                                                                                                                                                                                                                              Highly Modular and Scalable Reinforcement Learning

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                                                                                                                                                                                                                                                                                                                        RL-algorithmsby mengwanglalala

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                                                                                                                                                                                                                                                                                                                        RL algorithms

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                                                                                                                                                                                                                                                                                                                                  python-rlby amarack

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                                                                                                                                                                                                                                                                                                                                  Some Reinforcement Learning in Python

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                                                                                                                                                                                                                                                                                                                                            Python-Reinforcement-Learning-Projectsby PacktPublishing

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                                                                                                                                                                                                                                                                                                                                            Python Reinforcement Learning Projects, published by Packt

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                                                                                                                                                                                                                                                                                                                                                      reinforce_pyby borgwang

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                                                                                                                                                                                                                                                                                                                                                      Reinforcement Learning in Python

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                                                                                                                                                                                                                                                                                                                                                                exploration-by-disagreementby pathak22

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                                                                                                                                                                                                                                                                                                                                                                [ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement

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                                                                                                                                                                                                                                                                                                                                                                          carla-rlby carla-rl-gym

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                                                                                                                                                                                                                                                                                                                                                                          Reinforcement Learning Agents Trained in the CARLA Simulator

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                                                                                                                                                                                                                                                                                                                                                                                    Multi-Commanderby multi-commander

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                                                                                                                                                                                                                                                                                                                                                                                    Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem

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                                                                                                                                                                                                                                                                                                                                                                                              EasyRLby alibaba

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                                                                                                                                                                                                                                                                                                                                                                                              EasyRL

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                                                                                                                                                                                                                                                                                                                                                                                                        Pesidiousby CyberForce

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                                                                                                                                                                                                                                                                                                                                                                                                        Malware Mutation Using Reinforcement Learning and Generative Adversarial Networks

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                                                                                                                                                                                                                                                                                                                                                                                                                  instructGOOSEby xrsrke

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                                                                                                                                                                                                                                                                                                                                                                                                                  Implementation of Reinforcement Learning from Human Feedback (RLHF)

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                                                                                                                                                                                                                                                                                                                                                                                                                            pytorch-distributedby jingweiz

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                                                                                                                                                                                                                                                                                                                                                                                                                            Ape-X DQN & DDPG with pytorch & tensorboard

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                                                                                                                                                                                                                                                                                                                                                                                                                                      Samsung-DRL-Codeby dongminlee94

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                                                                                                                                                                                                                                                                                                                                                                                                                                      Repository for codes of Deep Reinforcement Learning (DRL) lectured at Samsung

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                                                                                                                                                                                                                                                                                                                                                                                                                                                PyTorch-Deep-Dreamby eriklindernoren

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                                                                                                                                                                                                                                                                                                                                                                                                                                                Minimal PyTorch implementation of Deep Dream

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          openrlbenchmarkby openrlbenchmark

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    keyphrase-generation-rlby kenchan0226

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Code for the ACL 19 paper "Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards"

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              chemoptby lightingghost

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Python dotstar image 98 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Optimizing Chemical Reactions with Deep Reinforcement Learning

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        angry-aiby mbaske

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        C# dotstar image 98 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Battle Robots Demo made with Unity Machine Learning Agents

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Paddle-RLBooksby AgentMaker

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Python dotstar image 98 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            visualize_atariby greydanus

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Jupyter Notebook dotstar image 98 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      irl-maxentby qzed
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebookdotstar image 116dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                ROMAby TonghanWang
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 115dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pontryagin-Differentiable-Programmingby wanxinjin
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 115dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    MaCAby CETC-TFAI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 114dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Q-GridWorldby Unity-Technologies
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Demo project using tabular Q-learning algorithm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              C#dotstar image 114dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        deepmind_MAS_enviromentby wwxFromTju
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 113dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  pysc2-rl-agentsby simonmeister
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 113dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Overcoming-exploration-from-demosby jangirrishabh
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Implementation of the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 113dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      donkey_rlby flyyufelix
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Reinforcement Learning Simulator for Donkey Car
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      C#dotstar image 113dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Reinforcement_Learningby jcwleo
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                강화학습에 대한 기본적인 알고리즘 구현
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 111dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          gail_ppo_tfby uidilr
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 110dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Transformers-RLby dhruvramani
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 110dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Reinforcement-Learningby diegoalejogm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Implementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Jupyter Notebookdotstar image 110dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        A3C-PyTorchby onlytailei
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 108dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  CS224W-Colabby luciusssss
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Solutions for CS224W Winter 2021 Colab
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Jupyter Notebookdotstar image 108dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            IQ-Learnby Div99
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            (NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 108dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      OfflineRLby polixir
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      A collection of offline reinforcement learning algorithms. This is a mirror repo from https://agit.ai/Polixir/OfflineRL
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 107dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                MAgent2by Farama-Foundation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                C++dotstar image 107dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          aws-robomaker-sample-application-deepracerby amazon-archives
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 106dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    adaptive-transformers-in-rlby jerrodparker20
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Adaptive Attention Span for Reinforcement Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 106dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              java-reinforcement-learningby chen0040
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Package provides java implementation of reinforcement learning algorithms such Q-Learn, R-Learn, SARSA, Actor-Critic
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Javadotstar image 105dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        modular-assembliesby pathak22
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        [NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 105dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  delucaby google
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Performant, differentiable reinforcement learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 105dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            VRP_DRL_MHAby Rintarooo
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            "Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 105dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      openai-gym-policy-gradientby gabrielgarza
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Reinforcement Learning using Policy Gradient to solve OpenAI Gym games
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 104dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                curiosity-driven-exploration-pytorchby jcwleo
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Curiosity-driven Exploration by Self-supervised Prediction
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 104dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          ngsim_envby sisl
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Learning human driver models from NGSIM data with imitation learning.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Jupyter Notebookdotstar image 104dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    DVRLby maximilianigl
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Deep Variational Reinforcement Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Jupyter Notebookdotstar image 104dotUpdated: 4 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              sac-discrete.pytorchby ku2482
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A PyTorch implementation of SAC-Discrete.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 103dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Reinforcement-Learningby Ceruleanacg
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        🤖 Implements of Reinforcement Learning algorithms.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 103dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  torchrlby activatedgeek
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Highly Modular and Scalable Reinforcement Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 103dotUpdated: 4 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            RL-algorithmsby mengwanglalala
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            RL algorithms
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 103dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      python-rlby amarack
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Some Reinforcement Learning in Python
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 102dotUpdated: 4 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Python-Reinforcement-Learning-Projectsby PacktPublishing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Python Reinforcement Learning Projects, published by Packt
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 102dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          reinforce_pyby borgwang
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Reinforcement Learning in Python
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 101dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    exploration-by-disagreementby pathak22
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    [ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 101dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              carla-rlby carla-rl-gym
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Reinforcement Learning Agents Trained in the CARLA Simulator
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 101dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Multi-Commanderby multi-commander
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 101dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  EasyRLby alibaba
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  EasyRL
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pesidiousby CyberForce
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Malware Mutation Using Reinforcement Learning and Generative Adversarial Networks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            C++dotstar image 100dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      instructGOOSEby xrsrke
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Implementation of Reinforcement Learning from Human Feedback (RLHF)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebookdotstar image 100dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                pytorch-distributedby jingweiz
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Ape-X DQN & DDPG with pytorch & tensorboard
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Samsung-DRL-Codeby dongminlee94
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Repository for codes of Deep Reinforcement Learning (DRL) lectured at Samsung
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 99dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    PyTorch-Deep-Dreamby eriklindernoren
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Minimal PyTorch implementation of Deep Dream
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        keyphrase-generation-rlby kenchan0226
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Code for the ACL 19 paper "Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards"
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Optimizing Chemical Reactions with Deep Reinforcement Learning
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Battle Robots Demo made with Unity Machine Learning Agents
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)
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