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Reinforcement Learning Libraries - Page 1

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gymby openai

Python dotstar image 32193 dotVersion:Currentdot
License: Proprietary (Proprietary)

A toolkit for developing and comparing reinforcement learning algorithms.

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            reinforcement-learningby dennybritz

            Jupyter Notebook dotstar image 19101 dotVersion:Currentdot
            License: Permissive (MIT)

            Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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                      ml-agentsby Unity-Technologies

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                      The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

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                                AirSimby microsoft

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                                Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

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                                          spinningupby openai

                                          Python dotstar image 8539 dotVersion:Currentdot
                                          License: Permissive (MIT)

                                          An educational resource to help anyone learn deep reinforcement learning.

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                                                    Reinforcement-learning-with-tensorflowby MorvanZhou

                                                    Python dotstar image 8122 dotVersion:Currentdot
                                                    License: Permissive (MIT)

                                                    Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

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                                                              SuperAGIby TransformerOptimus

                                                              Python dotstar image 7659 dotVersion:Currentdot
                                                              License: Permissive (MIT)

                                                              <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.

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                                                                        easy-rlby datawhalechina

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                                                                        强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

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                                                                                  tianshouby thu-ml

                                                                                  Python dotstar image 6356 dotVersion:Currentdot
                                                                                  License: Permissive (MIT)

                                                                                  An elegant PyTorch deep reinforcement learning library.

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                                                                                            stable-baselines3by DLR-RM

                                                                                            Python dotstar image 5890 dotVersion:Currentdot
                                                                                            License: Permissive (MIT)

                                                                                            PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

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                                                                                                      pwnagotchiby evilsocket

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                                                                                                      (⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.

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                                                                                                                Practical_RLby yandexdataschool

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                                                                                                                A course in reinforcement learning in the wild

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                                                                                                                          Deep-Reinforcement-Learning-Algorithms-with-PyTorchby p-christ

                                                                                                                          Python dotstar image 4954 dotVersion:Currentdot
                                                                                                                          License: Permissive (MIT)

                                                                                                                          PyTorch implementations of deep reinforcement learning algorithms and environments

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                                                                                                                                    deep-reinforcement-learningby udacity

                                                                                                                                    Jupyter Notebook dotstar image 4487 dotVersion:Currentdot
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                                                                                                                                    Repo for the Deep Reinforcement Learning Nanodegree program

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                                                                                                                                              open_spielby deepmind

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                                                                                                                                              OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

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                                                                                                                                                        Deep_reinforcement_learning_Courseby simoninithomas

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                                                                                                                                                        Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

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                                                                                                                                                                  ReAgentby facebookresearch

                                                                                                                                                                  Python dotstar image 3396 dotVersion:Currentdot
                                                                                                                                                                  License: Permissive (BSD-3-Clause)

                                                                                                                                                                  A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

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                                                                                                                                                                            DouZeroby kwai

                                                                                                                                                                            Python dotstar image 3321 dotVersion:Currentdot
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                                                                                                                                                                            [ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

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                                                                                                                                                                                      tensorforceby tensorforce

                                                                                                                                                                                      Python dotstar image 3230 dotVersion:Currentdot
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                                                                                                                                                                                      Tensorforce: a TensorFlow library for applied reinforcement learning

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                                                                                                                                                                                                pytorch-a2c-ppo-acktr-gailby ikostrikov

                                                                                                                                                                                                Python dotstar image 3217 dotVersion:Currentdot
                                                                                                                                                                                                License: Permissive (MIT)

                                                                                                                                                                                                PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

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                                                                                                                                                                                                          dm_controlby deepmind

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                                                                                                                                                                                                          DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

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                                                                                                                                                                                                                    ELFby pytorch

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                                                                                                                                                                                                                    ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

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                                                                                                                                                                                                                              reinforcement-learningby rlcode

                                                                                                                                                                                                                              Python dotstar image 3150 dotVersion:Currentdot
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                                                                                                                                                                                                                              Minimal and Clean Reinforcement Learning Examples

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                                                                                                                                                                                                                                        trflby deepmind

                                                                                                                                                                                                                                        Python dotstar image 3136 dotVersion:Currentdot
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                                                                                                                                                                                                                                        TensorFlow Reinforcement Learning

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                                                                                                                                                                                                                                                  acmeby deepmind

                                                                                                                                                                                                                                                  Python dotstar image 3103 dotVersion:Currentdot
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                                                                                                                                                                                                                                                  A library of reinforcement learning components and agents

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                                                                                                                                                                                                                                                            RL-Adventure-2by higgsfield

                                                                                                                                                                                                                                                            Jupyter Notebook dotstar image 2994 dotVersion:Currentdot
                                                                                                                                                                                                                                                            no licences License: No License (No License)

                                                                                                                                                                                                                                                            PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

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                                                                                                                                                                                                                                                                      AlphaZero_Gomokuby junxiaosong

                                                                                                                                                                                                                                                                      Python dotstar image 2953 dotVersion:Currentdot
                                                                                                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                                                                                                      An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

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                                                                                                                                                                                                                                                                                Gymnasiumby Farama-Foundation

                                                                                                                                                                                                                                                                                Python dotstar image 2947 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

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                                                                                                                                                                                                                                                                                          DeepRLby ShangtongZhang

                                                                                                                                                                                                                                                                                          Python dotstar image 2938 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                          Modularized Implementation of Deep RL Algorithms in PyTorch

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                                                                                                                                                                                                                                                                                                    Deep-reinforcement-learning-with-pytorchby sweetice

                                                                                                                                                                                                                                                                                                    Python dotstar image 2907 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                    License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                    PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

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                                                                                                                                                                                                                                                                                                              ElegantRLby AI4Finance-Foundation

                                                                                                                                                                                                                                                                                                              Python dotstar image 2902 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                              Massively Parallel Deep Reinforcement Learning. 🔥

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                                                                                                                                                                                                                                                                                                                        rllabby rll

                                                                                                                                                                                                                                                                                                                        Python dotstar image 2784 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                        rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

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                                                                                                                                                                                                                                                                                                                                  RL-Adventureby higgsfield

                                                                                                                                                                                                                                                                                                                                  Jupyter Notebook dotstar image 2747 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                  Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

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                                                                                                                                                                                                                                                                                                                                            DI-engineby opendilab

                                                                                                                                                                                                                                                                                                                                            Python dotstar image 2614 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                            OpenDILab Decision AI Engine

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                                                                                                                                                                                                                                                                                                                                                      agentsby tensorflow

                                                                                                                                                                                                                                                                                                                                                      Python dotstar image 2508 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                      TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

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                                                                                                                                                                                                                                                                                                                                                                minimalRLby seungeunrho

                                                                                                                                                                                                                                                                                                                                                                Python dotstar image 2468 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

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                                                                                                                                                                                                                                                                                                                                                                          coachby IntelLabs

                                                                                                                                                                                                                                                                                                                                                                          Python dotstar image 2248 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                          License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                          Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

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                                                                                                                                                                                                                                                                                                                                                                                    ICCV2019-LearningToPaintby megvii-research

                                                                                                                                                                                                                                                                                                                                                                                    Python dotstar image 2190 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                    ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning

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                                                                                                                                                                                                                                                                                                                                                                                              rlkitby rail-berkeley

                                                                                                                                                                                                                                                                                                                                                                                              Python dotstar image 2148 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                              Collection of reinforcement learning algorithms

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                                                                                                                                                                                                                                                                                                                                                                                                        muzero-generalby werner-duvaud

                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 2110 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                        MuZero

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                                                                                                                                                                                                                                                                                                                                                                                                                  rlpytby astooke

                                                                                                                                                                                                                                                                                                                                                                                                                  Python dotstar image 2096 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                  Reinforcement Learning in PyTorch

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                                                                                                                                                                                                                                                                                                                                                                                                                            ELFby facebookresearch

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                                                                                                                                                                                                                                                                                                                                                                                                                            An End-To-End, Lightweight and Flexible Platform for Game Research

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                                                                                                                                                                                                                                                                                                                                                                                                                                      DeepReinforcementLearningby AppliedDataSciencePartners

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                                                                                                                                                                                                                                                                                                                                                                                                                                      A replica of the AlphaZero methodology for deep reinforcement learning in Python

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                                                                                                                                                                                                                                                                                                                                                                                                                                                DeepMimicby xbpeng

                                                                                                                                                                                                                                                                                                                                                                                                                                                C++ dotstar image 1948 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                Motion imitation with deep reinforcement learning.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Arcade-Learning-Environmentby mgbellemare

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          The Arcade Learning Environment (ALE) -- a platform for AI research.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    multiagent-particle-envsby openai

                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Python dotstar image 1868 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              PettingZooby Farama-Foundation

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Python dotstar image 1857 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                              License: Proprietary (Proprietary)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        coachby NervanaSystems

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 1812 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  highway-envby eleurent

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Python dotstar image 1706 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  A minimalist environment for decision-making in autonomous driving

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            gym-anytradingby AminHP

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Python dotstar image 1656 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      gymby openai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      A toolkit for developing and comparing reinforcement learning algorithms.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 32193dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                reinforcement-learningby dennybritz
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebookdotstar image 19101dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          ml-agentsby Unity-Technologies
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          C#dotstar image 14917dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    AirSimby microsoft
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              spinningupby openai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              An educational resource to help anyone learn deep reinforcement learning.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 8539dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Reinforcement-learning-with-tensorflowby MorvanZhou
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 8122dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  SuperAGIby TransformerOptimus
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 7659dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            easy-rlby datawhalechina
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Jupyter Notebookdotstar image 6574dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      tianshouby thu-ml
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      An elegant PyTorch deep reinforcement learning library.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 6356dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                stable-baselines3by DLR-RM
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 5890dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          pwnagotchiby evilsocket
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          (⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          JavaScriptdotstar image 5889dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Practical_RLby yandexdataschool
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    A course in reinforcement learning in the wild
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Jupyter Notebookdotstar image 5328dotUpdated: 2 y agodot License: Permissive (Unlicense)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Deep-Reinforcement-Learning-Algorithms-with-PyTorchby p-christ
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              PyTorch implementations of deep reinforcement learning algorithms and environments
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 4954dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        deep-reinforcement-learningby udacity
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Repo for the Deep Reinforcement Learning Nanodegree program
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  open_spielby deepmind
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  C++dotstar image 3671dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Deep_reinforcement_learning_Courseby simoninithomas
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Jupyter Notebookdotstar image 3598dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ReAgentby facebookresearch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 3396dotUpdated: 2 y agodot License: Permissive (BSD-3-Clause)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                DouZeroby kwai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                [ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 3321dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          tensorforceby tensorforce
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Tensorforce: a TensorFlow library for applied reinforcement learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 3230dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    pytorch-a2c-ppo-acktr-gailby ikostrikov
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 3217dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              dm_controlby deepmind
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 3201dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        ELFby pytorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  reinforcement-learningby rlcode
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Minimal and Clean Reinforcement Learning Examples
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 3150dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            trflby deepmind
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            TensorFlow Reinforcement Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 3136dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      acmeby deepmind
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      A library of reinforcement learning components and agents
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 3103dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                RL-Adventure-2by higgsfield
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebookdotstar image 2994dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          AlphaZero_Gomokuby junxiaosong
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2953dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Gymnasiumby Farama-Foundation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2947dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              DeepRLby ShangtongZhang
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Modularized Implementation of Deep RL Algorithms in PyTorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2938dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Deep-reinforcement-learning-with-pytorchby sweetice
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2907dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  ElegantRLby AI4Finance-Foundation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Massively Parallel Deep Reinforcement Learning. 🔥
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2902dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            rllabby rll
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2784dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      RL-Adventureby higgsfield
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebookdotstar image 2747dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                DI-engineby opendilab
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                OpenDILab Decision AI Engine
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2614dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          agentsby tensorflow
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2508dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    minimalRLby seungeunrho
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2468dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              coachby IntelLabs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2248dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        ICCV2019-LearningToPaintby megvii-research
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2190dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  rlkitby rail-berkeley
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Collection of reinforcement learning algorithms
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2148dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            muzero-generalby werner-duvaud
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            MuZero
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2110dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      rlpytby astooke
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Reinforcement Learning in PyTorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2096dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                ELFby facebookresearch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                An End-To-End, Lightweight and Flexible Platform for Game Research
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                C++dotstar image 2085dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          DeepReinforcementLearningby AppliedDataSciencePartners
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A replica of the AlphaZero methodology for deep reinforcement learning in Python
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Jupyter Notebookdotstar image 1965dotUpdated: 2 y agodot License: Strong Copyleft (GPL-3.0)
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