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The Top 540 Openai Gym Open Source Projects on Github

Categories > Machine Learning > Openai Gym
Deep Reinforcement Learning ⭐ 3,976
Repo for the Deep Reinforcement Learning Nanodegree program
Finrl ⭐ 2,951
FinRL: Financial Reinforcement Learning Framework. Please star. 🔥
Coach ⭐ 2,020
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
Rlcard ⭐ 1,509
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
Gym Minigrid ⭐ 1,318
Minimalistic gridworld package for OpenAI Gym
Noreward Rl ⭐ 1,181
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Gym Anytrading ⭐ 911
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
Btgym ⭐ 825
Scalable, event-driven, deep-learning-friendly backtesting library
Rl Baselines Zoo ⭐ 809
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Deep Reinforcement Learning For Automated Stock Trading Ensemble Strategy Icaif 2020 ⭐ 800
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
Basic_reinforcement_learning ⭐ 772
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
Rex Gym ⭐ 759
OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
Super Mario Bros Ppo Pytorch ⭐ 692
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
Gym Gazebo ⭐ 673
Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version
Hands On Reinforcement Learning With Python ⭐ 596
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Rl Book ⭐ 576
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
Pybullet Gym ⭐ 548
Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.
Mushroom Rl ⭐ 529
Python library for Reinforcement Learning.
Gym Starcraft ⭐ 505
StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)
Babyai ⭐ 502
BabyAI platform. A testbed for training agents to understand and execute language commands.
Spot_mini_mini ⭐ 462
Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.
Rl_a3c_pytorch ⭐ 459
A3C LSTM Atari with Pytorch plus A3G design
Gym Duckietown ⭐ 449
Self-driving car simulator for the Duckietown universe
Rl Portfolio Management ⭐ 417
Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)
Gym Miniworld ⭐ 401
Simple 3D interior simulator for RL & robotics research
Gym Super Mario Bros ⭐ 392
An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES
Pytorch Rl ⭐ 356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Tensorflow Tutorial Samples ⭐ 356
TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例
Pytorch Blender ⭐ 326
Seamless, distributed, real-time integration of Blender into PyTorch data pipelines
Neuron_poker ⭐ 315
Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.
Ma Gym ⭐ 283
A collection of multi agent environments based on OpenAI gym.
Deep Rl ⭐ 270
Collection of Deep Reinforcement Learning algorithms
Gymfc ⭐ 242
A universal flight control tuning framework
Reinforcement Learning Kr ⭐ 238
[파이썬과 케라스로 배우는 강화학습] 예제
Reco Gym ⭐ 236
Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
Ravens ⭐ 218
Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.
Pytorch Ddpg ⭐ 207
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
A3c_continuous ⭐ 202
A continuous action space version of A3C LSTM in pytorch plus A3G design
Hands On Intelligent Agents With Openai Gym ⭐ 183
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch
Neuroflight ⭐ 182
Next Generation Flight Controller Firmware
Tensorflow Rl ⭐ 173
Implementations of deep RL papers and random experimentation
Robo Gym ⭐ 156
An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.
Stable Baselines ⭐ 155
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
Hierarchical Actor Critic Hac Pytorch ⭐ 154
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
Gym Fx ⭐ 154
Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress
Deep Reinforcement Learning Gym ⭐ 154
Deep reinforcement learning model implementation in Tensorflow + OpenAI gym
Gym Ignition ⭐ 151
Framework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo
Ns3 Gym ⭐ 150
ns3-gym - The Playground for Reinforcement Learning in Networking Research
Gym Electric Motor ⭐ 141
Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors
Reinforcement_learning ⭐ 137
Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.
Overcoming Exploration From Demos ⭐ 117
Implementation of the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI
Holdem ⭐ 113
🃏 OpenAI Gym No Limit Texas Hold 'em Environment for Reinforcement Learning
Cartpole ⭐ 111
OpenAI's cartpole env solver.
Drl_grasping ⭐ 106
Deep Reinforcement Learning for Robotic Grasping from Octrees
Nes Py ⭐ 105
A Python3 NES emulator and OpenAI Gym interface
Simglucose ⭐ 101
A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose
Ctc Executioner ⭐ 97
Master Thesis: Limit order placement with Reinforcement Learning
Openmodelica Microgrid Gym ⭐ 95
OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids
Deep Reinforcement Learning With Python ⭐ 94
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Gym_trading ⭐ 89
Drqn Tensorflow ⭐ 88
Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro
Rl Examples ⭐ 88
Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow
Reinforcementlearning Atarigame ⭐ 87
Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games
Openaigym ⭐ 86
Solving OpenAI Gym problems.
Yarll ⭐ 82
Combining deep learning and reinforcement learning.
Jiminy ⭐ 80
Jiminy, fast and portable Python/C++ simulator of poly-articulated systems with OpenAI Gym interface for reinforcement learning.
Banana Gym ⭐ 80
A simple stochastic OpenAI environment for training RL agents
Pyribs ⭐ 78
A bare-bones Python library for quality diversity optimization.
Rltf ⭐ 75
Reinforcement Learning implementations and research prototyping in TensorFlow
Cs234 Reinforcement Learning Winter 2019 ⭐ 73
My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019
Gym Mupen64plus ⭐ 70
An OpenAI Gym environment wrapper for the Mupen64Plus N64 emulator
Slitherin ⭐ 70
AI research environment for the game of Snake 🐍 .
Treeqn ⭐ 69
Openaigym.jl ⭐ 69
OpenAI's Gym binding for Julia
Finrl_podracer ⭐ 68
FinRL-Podracer is a cloud solution.
2048 Gym ⭐ 63
This projects aims to use reinforcement learning algorithms to play the game 2048.
Sqddpg ⭐ 62
This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled by ''Shapley Q-value: A Local Reward Approach to Solve Global Reward Games''.
Rlgc ⭐ 61
An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)
Distributed_rl ⭐ 59
Pytorch implementation of distributed deep reinforcement learning
Techcircle_openai_handson ⭐ 59
Tech-Circle OpenAI Handson Repository
Jiminy ⭐ 59
Jiminy is a fast and extremely light weight Python/C++ simulator of poly-articulated systems with OpenAI Gym interface for reinforcement learning.
Autonomous Drifting ⭐ 56
Autonomous Drifting using Reinforcement Learning
Bullet Gym ⭐ 55
Experimental (stable, go here: https://github.com/benelot/pybullet-gym) repository of OpenAI Gym environments implemented with Bullet Physics using pybullet.
Dmc2gym ⭐ 53
OpenAI Gym wrapper for the DeepMind Control Suite
Dm2gym ⭐ 52
Convert DeepMind Control Suite to OpenAI gym environments.
Bark Ml ⭐ 51
Gym environments and agents for autonomous driving.
Gym 2048 ⭐ 51
Open AI gym environment for the game 2048
Ddp Gym ⭐ 50
Differential Dynamic Programming controller operating in OpenAI Gym environment.
Vizdoomgym ⭐ 50
OpenAI Gym wrapper for ViZDoom enviroments
Carla Rl ⭐ 50
Reinforcement Learning Agents Trained in the CARLA Simulator
Tf A3c Gpu ⭐ 48
Tensorflow implementation of A3C algorithm
Prl ⭐ 47
Open-source library for a reinforcement learning research.
Td3 Pytorch Bipedalwalker V2 ⭐ 47
Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment
Iroko ⭐ 47
A platform to test reinforcement learning policies in the datacenter setting.
Tensortradeextras ⭐ 44
Here are all the projects that are interesting to use in combination with TensorTrade. These are all projects that are not already mentioned in the TensorTrade documentation. If you find some projects that are not on the list, please make a pull request!
Async Rl ⭐ 44
Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Theano + OpenAI Gym)[1-step Q-learning, n-step Q-learning, A3C]
Async Deeprl ⭐ 44
Playing Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning
Awesome Isaac Gym ⭐ 43
A curated list of awesome NVIDIA Issac Gym frameworks, papers, software, and resources
Sc2gym ⭐ 41
PySC2 OpenAI Gym Environments
Ppo ⭐ 40
PyTorch implementation of Proximal Policy Optimization
1-100 of 540 projects

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Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
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Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
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Integrated Development Environments 📦 47
Learning Resources 📦 147
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Libraries 📦 119
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Mapping 📦 61
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Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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