Awesome Open Source
Awesome Open Source
Combined Topics
gym x

The Top 2,500 Gym Open Source Projects

Gym ⭐ 27,660
A toolkit for developing and comparing reinforcement learning algorithms.
dependent packages 659total releases 99most recent commit a day agopypi gym} Downloads
Keras Rl ⭐ 5,175
Deep Reinforcement Learning for Keras.
dependent packages 2total releases 7most recent commit 5 months agopypi keras-rl} Downloads
Deep Reinforcement Learning ⭐ 4,059
Repo for the Deep Reinforcement Learning Nanodegree program
most recent commit 3 months ago
Stable Baselines3 ⭐ 3,542
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 32total releases 45most recent commit 4 days agopypi stable-baselines3} Downloads
Stable Baselines ⭐ 3,064
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
dependent packages 9total releases 31most recent commit a year agopypi stable-baselines} Downloads
Rocketmap ⭐ 2,813
🌏 Live visualization of all the pokemon in your area... and more!
most recent commit 4 years ago
Rllab ⭐ 2,570
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
most recent commit 4 years ago
Retro ⭐ 2,561
Retro Games in Gym
dependent packages 6total releases 8most recent commit 6 months agopypi gym-retro} Downloads
Rl Stock ⭐ 2,192
📈 如何用深度强化学习自动炒股
most recent commit 3 months ago
Roboschool ⭐ 1,946
DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.
dependent packages 2total releases 30most recent commit 3 years agopypi roboschool} Downloads
Wger ⭐ 1,773
Self hosted FLOSS fitness/workout, nutrition and weight tracker written with Django
most recent commit 3 days ago
Muzero General ⭐ 1,687
MuZero
most recent commit 3 months ago
Gym Minigrid ⭐ 1,484
Minimalistic gridworld package for OpenAI Gym
dependent packages 9total releases 10most recent commit a month agopypi gym-minigrid} Downloads
Awesome Ai In Finance ⭐ 1,327
🔬 A curated list of awesome machine learning strategies & tools in financial market.
most recent commit 2 months ago
Gym Anytrading ⭐ 1,061
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
most recent commit 8 days ago
Async Rl ⭐ 1,013
Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
most recent commit 4 years ago
Awesome Ai Books ⭐ 979
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
most recent commit 4 months ago
Chainerrl ⭐ 976
ChainerRL is a deep reinforcement learning library built on top of Chainer.
most recent commit 10 months ago
Textworld ⭐ 958
​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.
total releases 30most recent commit 4 months ago
Batch Ppo ⭐ 919
Efficient Batched Reinforcement Learning in TensorFlow
total releases 10most recent commit 3 years ago
Cf Tool ⭐ 884
📊 Codeforces CLI (Submit, Parse, Test, etc.). Support Contests, Gym, Groups, acmsguru, Windows, macOS, Linux, 7 MB
total releases 28most recent commit 5 months ago
Cleanrl ⭐ 881
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC)
most recent commit 18 hours ago
Estool ⭐ 828
Evolution Strategies Tool
most recent commit 4 months ago
Btgym ⭐ 825
Scalable, event-driven, deep-learning-friendly backtesting library
most recent commit 9 months ago
Td3 ⭐ 810
Author's PyTorch implementation of TD3 for OpenAI gym tasks
most recent commit a year ago
Rl Baselines Zoo ⭐ 809
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
most recent commit a year ago
Pfrl ⭐ 797
PFRL: a PyTorch-based deep reinforcement learning library
most recent commit 2 months ago
Jetson Reinforcement ⭐ 789
Deep reinforcement learning GPU libraries for NVIDIA Jetson TX1/TX2 with PyTorch, OpenAI Gym, and Gazebo robotics simulator.
most recent commit 4 months ago
Basic_reinforcement_learning ⭐ 772
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
most recent commit 4 years ago
Rex Gym ⭐ 759
OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
total releases 17most recent commit 9 months ago
Deepdrive ⭐ 745
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
most recent commit 3 months ago
Super Mario Bros A3c Pytorch ⭐ 735
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
most recent commit a year ago
Dart ⭐ 725
Dynamic Animation and Robotics Toolkit
dependent packages 4total releases 7most recent commit 4 hours ago
Rl Baselines3 Zoo ⭐ 700
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
most recent commit 3 days ago
Super Mario Bros Ppo Pytorch ⭐ 692
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
most recent commit 10 months ago
Coding Interview Gym ⭐ 671
leetcode.com , algoexpert.io solutions in python and swift
most recent commit 2 months ago
Rl Book ⭐ 657
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
most recent commit 21 days ago
Simple_dqn ⭐ 656
Simple deep Q-learning agent.
most recent commit 3 years ago
Stock_market_reinforcement_learning ⭐ 630
This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.
most recent commit 5 years ago
Procgen ⭐ 620
Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments
dependent packages 3total releases 10most recent commit 3 months agopypi procgen} Downloads
Multiagent Competition ⭐ 614
Code for the paper "Emergent Complexity via Multi-agent Competition"
most recent commit 3 years ago
Nle ⭐ 606
The NetHack Learning Environment
dependent packages 1total releases 14most recent commit 2 days agopypi nle} Downloads
Rlbench ⭐ 601
A large-scale benchmark and learning environment.
most recent commit 17 days ago
Hands On Reinforcement Learning With Python ⭐ 596
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
most recent commit 2 years ago
Ddpg Keras Torcs ⭐ 595
Using Keras and Deep Deterministic Policy Gradient to play TORCS
most recent commit 4 years ago
Mushroom Rl ⭐ 588
Python library for Reinforcement Learning.
dependent packages 3total releases 14most recent commit 4 days agopypi mushroom-rl} Downloads
Slimevolleygym ⭐ 567
A simple OpenAI Gym environment for single and multi-agent reinforcement learning
most recent commit 17 days ago
Pybullet Gym ⭐ 548
Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.
most recent commit a year ago
Mlsh ⭐ 520
Code for the paper "Meta-Learning Shared Hierarchies"
most recent commit 3 years ago
Trading Gym ⭐ 517
Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.
most recent commit a year ago
David Silver Reinforcement Learning ⭐ 509
Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.
most recent commit 4 years ago
Gym Starcraft ⭐ 505
StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)
most recent commit 5 years ago
Gym Pybullet Drones ⭐ 492
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
most recent commit 4 days ago
Deep Learning Wizard ⭐ 485
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
most recent commit 2 months ago
Gym Miniworld ⭐ 464
MiniWorld: Minimalistic 3D Environment for RL & Robotics Research
most recent commit 2 months ago
Spot_mini_mini ⭐ 462
Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.
most recent commit a year ago
Rl_a3c_pytorch ⭐ 459
A3C LSTM Atari with Pytorch plus A3G design
most recent commit 2 years ago
Robotics Rl Srl ⭐ 455
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
most recent commit a year ago
Obstacle Tower Env ⭐ 453
Obstacle Tower Environment
most recent commit 2 years ago
Gym Duckietown ⭐ 449
Self-driving car simulator for the Duckietown universe
most recent commit 7 months ago
Gym Malware ⭐ 448
most recent commit 2 years ago
Deep Rl Keras ⭐ 436
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
most recent commit 2 years ago
Ddpg ⭐ 425
Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow
most recent commit 3 years ago
Rl_algorithms ⭐ 422
Structural implementation of RL key algorithms
most recent commit 6 months ago
Pokemongomove ⭐ 407
Pokemon GO iOS GPS Emulator - NO Jailbreak needed, lets you play the game on your Mac :)
most recent commit 6 years ago
Worldmodelsexperiments ⭐ 397
World Models Experiments
most recent commit 2 years ago
Gym Super Mario Bros ⭐ 392
An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES
total releases 94most recent commit 9 months ago
Awesome Rl Envs ⭐ 386
most recent commit 5 months ago
Envpool ⭐ 376
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
dependent packages 2total releases 15most recent commit 4 days agopypi envpool} Downloads
Genrl ⭐ 375
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
total releases 4most recent commit 3 months ago
Pytorch Blender ⭐ 373
💦 Seamless, distributed, real-time integration of Blender into PyTorch data pipelines
most recent commit 2 months ago
Tensorflow Tutorial Samples ⭐ 356
TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例
most recent commit 2 years ago
Pytorch Rl ⭐ 356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
total releases 2most recent commit 3 years ago
Airgesture ⭐ 348
Play games without touching keyboard
most recent commit 2 years ago
Robustness Gym ⭐ 339
Robustness Gym is an evaluation toolkit for machine learning.
total releases 8most recent commit 9 months ago
Gym_torcs ⭐ 337
most recent commit 4 years ago
Rls ⭐ 330
Reinforcement Learning Algorithms Based on PyTorch
most recent commit 7 months ago
Drq ⭐ 320
DrQ: Data regularized Q
most recent commit 6 months ago
Neuron_poker ⭐ 315
Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.
most recent commit a year ago
Trpo ⭐ 315
Trust Region Policy Optimization with TensorFlow and OpenAI Gym
most recent commit 2 years ago
Jaxrl ⭐ 314
JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
most recent commit 6 days ago
Openai_lab ⭐ 314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
most recent commit 4 years ago
Deep_rl_trader ⭐ 314
Trading Environment(OpenAI Gym) + DDQN (Keras-RL)
most recent commit 3 months ago
Jorldy ⭐ 309
Repository for Open Source Reinforcement Learning Framework JORLDY
most recent commit 9 days ago
Pytorch Cpp Rl ⭐ 308
PyTorch C++ Reinforcement Learning
most recent commit 2 years ago
Furniture ⭐ 305
IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks
most recent commit 10 months ago
Ma Gym ⭐ 302
A collection of multi agent environments based on OpenAI gym.
total releases 7most recent commit 2 months ago
Rl Tutorial Jnrr19 ⭐ 300
Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
most recent commit 2 months ago
Agentnet ⭐ 293
Deep Reinforcement Learning library for humans
most recent commit 5 years ago
Kerlym ⭐ 290
KEras Reinforcement Learning gYM agents
most recent commit 5 years ago
Pytorch A3c ⭐ 289
Simple A3C implementation with pytorch + multiprocessing
most recent commit 2 years ago
Sumo Rl ⭐ 287
An interface for Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with gym, PettingZoo and RLlib.
total releases 3most recent commit 25 days ago
Gym Rocketlander ⭐ 273
A SpaceX Rocket Lander environment for OpenAI gym using Box2D
most recent commit a year ago
Deep Rl ⭐ 270
Collection of Deep Reinforcement Learning algorithms
most recent commit 3 years ago
Planet ⭐ 268
Deep Planning Network: Control from pixels by latent planning with learned dynamics
most recent commit 10 months ago
Gym Soccer ⭐ 253
most recent commit 7 months ago
Laravel Gymie ⭐ 252
👨‍💻 Gym & Club Management System https://gymie.in
most recent commit 3 years ago
Gym Unrealcv ⭐ 250
Unreal environments for reinforcement learning
most recent commit a month ago
Hands On Intelligent Agents With Openai Gym ⭐ 247
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch
most recent commit 2 days ago
Ml Fairness Gym ⭐ 246
most recent commit 4 months ago
1-100 of 2,500 projects
Related Awesome Lists
Python Gym Projects (1,445)
Gym Openai Projects (851)
Reinforcement Learning Gym Projects (496)
Learning Gym Projects (359)
Gym Rl Projects (295)
Categories
Advertising 📦 8
All Projects
Application Programming Interfaces 📦 107
Applications 📦 174
Artificial Intelligence 📦 69
Blockchain 📦 66
Build Tools 📦 105
Cloud Computing 📦 68
Code Quality 📦 24
Collaboration 📦 27
Command Line Interface 📦 38
Community 📦 79
Companies 📦 60
Compilers 📦 59
Computer Science 📦 73
Configuration Management 📦 37
Content Management 📦 153
Control Flow 📦 187
Data Formats 📦 72
Data Processing 📦 249
Data Storage 📦 116
Economics 📦 56
Frameworks 📦 178
Games 📦 110
Graphics 📦 92
Hardware 📦 137
Integrated Development Environments 📦 43
Learning Resources 📦 139
Legal 📦 24
Libraries 📦 117
Lists Of Projects 📦 19
Machine Learning 📦 313
Mapping 📦 57
Marketing 📦 15
Mathematics 📦 54
Media 📦 214
Messaging 📦 96
Networking 📦 292
Operating Systems 📦 71
Operations 📦 114
Package Managers 📦 50
Programming Languages 📦 173
Runtime Environments 📦 90
Science 📦 42
Security 📦 343
Social Media 📦 23
Software Architecture 📦 65
Software Development 📦 60
Software Performance 📦 53
Software Quality 📦 115
Text Editors 📦 40
Text Processing 📦 118
User Interface 📦 291
User Interface Components 📦 440
Version Control 📦 26
Virtualization 📦 63
Web Browsers 📦 35
Web Servers 📦 23
Web User Interface 📦 167
Top Programming Languages
Javascript  (1,049,824)
Python  (797,356)
Java  (385,725)
Php  (284,724)
Typescript  (240,386)
C Plus Plus  (236,456)
Ruby  (221,683)
C  (180,529)
Shell  (169,789)
C Sharp  (162,254)
Golang  (156,313)
Swift  (64,741)
R  (57,343)
Objective C  (57,165)
Rust  (56,236)
Dart  (51,596)
Kotlin  (45,616)
Lua  (33,337)
Matlab  (30,918)
Perl  (30,484)
Language  (30,077)
Scala  (28,600)
Haskell  (20,268)
Clojure  (19,072)
Powershell  (18,830)
Bash  (18,606)
Coffeescript  (17,324)
Elixir  (16,578)
Assembly  (14,538)
Processing  (13,302)
Julia  (12,560)
Basic  (10,762)
Flow  (10,528)
Emacs Lisp  (10,376)
Erlang  (9,052)
Scheme  (8,438)
Groovy  (8,435)
Solidity  (7,648)
Ocaml  (6,671)
Pascal  (6,386)
Hack  (6,369)
Lisp  (6,340)
Fortran  (5,489)
Elm  (5,478)
Common Lisp  (5,279)
Dlang  (4,742)
Shell Script  (4,632)
Python Library  (4,450)
Crystal  (4,374)
Scripting  (4,204)
Top Projects
Freecodecamp ⭐ 346,532
996.icu ⭐ 262,320
Free Programming Books ⭐ 233,929
Coding Interview University ⭐ 220,499
Awesome ⭐ 202,760
Vue ⭐ 196,258
Developer Roadmap ⭐ 195,459
Public Apis ⭐ 194,320
React ⭐ 188,629
System Design Primer ⭐ 181,944
Tensorflow ⭐ 165,278
Bootstrap ⭐ 157,589
You Dont Know Js ⭐ 153,649
Cs Notes ⭐ 150,780
Ohmyzsh ⭐ 145,631
Build Your Own X ⭐ 142,363
Javascript Algorithms ⭐ 141,923
Flutter ⭐ 141,034
Python ⭐ 136,366
Gitignore ⭐ 133,520
Linux ⭐ 132,321
Vscode ⭐ 132,171
Awesome Python ⭐ 127,528
Javascript ⭐ 123,498
Javaguide ⭐ 121,736
Python 100 Days ⭐ 117,585
Computer Science ⭐ 113,544
Youtube Dl ⭐ 110,319
Fucking Algorithm ⭐ 106,048
The Art Of Command Line ⭐ 105,874
React Native ⭐ 102,989
Electron ⭐ 101,841
D3 ⭐ 100,901
Go ⭐ 99,607
30 Seconds Of Code ⭐ 95,885
Create React App ⭐ 95,212
Axios ⭐ 93,628
Awesome Selfhosted ⭐ 89,230
Kubernetes ⭐ 88,770
Free Programming Books Zh_cn ⭐ 88,386
Node ⭐ 87,891
Next.js ⭐ 87,275
Terminal ⭐ 83,314
Deno ⭐ 82,648
Three.js ⭐ 82,285
Angular ⭐ 81,568
Awesome Go ⭐ 81,240
Typescript ⭐ 80,958
Ant Design ⭐ 80,459
Material Ui ⭐ 78,683
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2022 Awesome Open Source.  All rights reserved.