Awesome Open Source
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The Top 47 Gym Open Source Projects

Stable Baselines3 ⭐ 1,472
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Wger ⭐ 1,421
Self hosted FLOSS fitness/workout, nutrition and weight tracker written with Django
Muzero General ⭐ 1,240
MuZero
Rl Baselines Zoo ⭐ 852
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Super Mario Bros A3c Pytorch ⭐ 787
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
Super Mario Bros Ppo Pytorch ⭐ 668
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
Deepdrive ⭐ 640
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
Rl Book ⭐ 495
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
Robotics Rl Srl ⭐ 458
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
Deep Rl Keras ⭐ 406
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Pytorch Rl ⭐ 393
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Pytorch A3c ⭐ 373
Simple A3C implementation with pytorch + multiprocessing
Cleanrl ⭐ 365
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features
Airgesture ⭐ 362
Play games without touching keyboard
Rl_algorithms ⭐ 361
Structural implementation of RL key algorithms
Deep Learning Wizard ⭐ 360
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
Genrl ⭐ 358
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
Laravel Gymie ⭐ 290
👨‍💻 Gym & Club Management System https://gymie.in
Drq ⭐ 278
DrQ: Data regularized Q
Gym Gazebo2 ⭐ 264
gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
Rls ⭐ 247
Reinforcement Learning Algorithms Based on TensorFlow 2.x
Ma Gym ⭐ 239
A collection of multi agent environments based on OpenAI gym.
Pytorch Reinforce ⭐ 210
PyTorch Implementation of REINFORCE for both discrete & continuous control
Gym Unrealcv ⭐ 207
Unreal environments for reinforcement learning
Rl Baselines3 Zoo ⭐ 195
A collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.
Naf Tensorflow ⭐ 191
"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow
Gym Sokoban ⭐ 189
Sokoban environment for OpenAI Gym
Pytorch_sac ⭐ 187
PyTorch implementation of Soft Actor-Critic (SAC)
Atari ⭐ 179
AI research environment for the Atari 2600 games 🤖.
A2c ⭐ 169
A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow
Sumo Rl ⭐ 156
A simple interface to instantiate Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with Gym Env from OpenAI and MultiAgentEnv from RLlib.
Drqn Tensorflow ⭐ 131
Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro
Stable Baselines ⭐ 118
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
Contra Ppo Pytorch ⭐ 101
Proximal Policy Optimization (PPO) algorithm for Contra
Pytorch_sac_ae ⭐ 98
PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
Torchrl ⭐ 96
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Jax Rl ⭐ 92
Jax (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
Lf2gym ⭐ 81
An OpenAI-gym-like environment for Little Fighter 2
Rlenv.directory ⭐ 79
Explore and find reinforcement learning environments in a list of 150+ open source environments.
Dmc2gym ⭐ 79
OpenAI Gym wrapper for the DeepMind Control Suite
Trading Gym ⭐ 71
A Trading environment base on Gym
Super Mario Neat ⭐ 65
This program evolves an AI using the NEAT algorithm to play Super Mario Bros.
Deterministic Gail Pytorch ⭐ 45
PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning
Reactgym ⭐ 36
Workout-Tracking app built in ES6 using react, flux and ImmutableJS
Drlkit ⭐ 29
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
Paac.pytorch ⭐ 21
Pytorch implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning https://arxiv.org/abs/1705.04862
Rl_algos ⭐ 14
Reinforcement Learning Algorithms
1-47 of 47 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210