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The Top 47 Gym Open Source Projects
Categories
>
Applications
>
Gym
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
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📦 113
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📦 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