The Top 68 Openai Gym Open Source Projects

Awesome Open Source

Awesome Open Source

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Advertising 📦 10

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

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

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

The Top 68 Openai Gym Open Source Projects

Categories > Machine Learning > Openai Gym

Deep Reinforcement Learning ⭐ 3,722

Repo for the Deep Reinforcement Learning Nanodegree program

Coach ⭐ 1,960

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

Finrl ⭐ 1,892

A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020. 🔥

Noreward Rl ⭐ 1,189

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

Gym Minigrid ⭐ 1,094

Minimalistic gridworld package for OpenAI Gym

Rlcard ⭐ 1,001

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

Rl Baselines Zoo ⭐ 849

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

Basic_reinforcement_learning ⭐ 834

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

Scalable, event-driven, deep-learning-friendly backtesting library

Rex Gym ⭐ 695

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

Gym Anytrading ⭐ 675

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

Super Mario Bros Ppo Pytorch ⭐ 667

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

Hands On Reinforcement Learning With Python ⭐ 648

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Deep Reinforcement Learning For Automated Stock Trading Ensemble Strategy Icaif 2020 ⭐ 576

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.

Pybullet Gym ⭐ 561

Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.

Gym Starcraft ⭐ 514

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

BabyAI platform. A testbed for training agents to understand and execute language commands.

Rl Book ⭐ 489

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

Rl_a3c_pytorch ⭐ 488

A3C LSTM Atari with Pytorch plus A3G design

Rl Portfolio Management ⭐ 454

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)

Mushroom Rl ⭐ 451

Python library for Reinforcement Learning.

Spot_mini_mini ⭐ 441

Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.

Tensorflow Tutorial Samples ⭐ 403

TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例

Gym Duckietown ⭐ 401

Self-driving car simulator for the Duckietown universe

Pytorch Rl ⭐ 393

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Home Platform ⭐ 370

HoME: a Household Multimodal Environment is a platform for artificial agents to learn from vision, audio, semantics, physics, and interaction with objects and other agents, all within a realistic context.

Gym Miniworld ⭐ 362

Simple 3D interior simulator for RL & robotics research

Gym Super Mario Bros ⭐ 360

An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES

Reco Gym ⭐ 326

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

Neuron_poker ⭐ 307

Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.

Reinforcement Learning Kr ⭐ 284

[파이썬과 케라스로 배우는 강화학습] 예제

Deep Rl ⭐ 281

Collection of Deep Reinforcement Learning algorithms

Pytorch Ddpg ⭐ 276

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

Pytorch Blender ⭐ 273

Seamless, distributed, real-time integration of Blender into PyTorch data pipelines

A collection of multi agent environments based on OpenAI gym.

Ns3 Gym ⭐ 230

ns3-gym - The Playground for Reinforcement Learning in Networking Research

A3c_continuous ⭐ 227

A continuous action space version of A3C LSTM in pytorch plus A3G design

A universal flight control tuning framework

Deep Reinforcement Learning Gym ⭐ 211

Deep reinforcement learning model implementation in Tensorflow + OpenAI gym

Hands On Intelligent Agents With Openai Gym ⭐ 192

Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch

Tensorflow Rl ⭐ 176

Implementations of deep RL papers and random experimentation

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

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

🃏 OpenAI Gym No Limit Texas Hold 'em Environment for Reinforcement Learning

Reinforcement_learning ⭐ 133

Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.

Drqn Tensorflow ⭐ 131

Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro

Reinforcementlearning Atarigame ⭐ 124

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

Stable Baselines ⭐ 118

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Hierarchical Actor Critic Hac Pytorch ⭐ 117

PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

Ctc Executioner ⭐ 116

Master Thesis: Limit order placement with Reinforcement Learning

Openaigym ⭐ 110

Solving OpenAI Gym problems.

Cartpole ⭐ 108

OpenAI's cartpole env solver.

Gym Ignition ⭐ 107

Framework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo

Gym Electric Motor ⭐ 104

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

A Python3 NES emulator and OpenAI Gym interface

Cs234 Reinforcement Learning Winter 2019 ⭐ 95

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

Gym_trading ⭐ 87

OpenAI Gym wrapper for the DeepMind Control Suite

A bare-bones Python library for quality diversity optimization.

Bullet Gym ⭐ 55

Experimental (stable, go here: https://github.com/benelot/pybullet-gym) repository of OpenAI Gym environments implemented with Bullet Physics using pybullet.

Async Deeprl ⭐ 44

Playing Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning

Deterministic Gail Pytorch ⭐ 44

PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning

Gym Gridworlds ⭐ 43

Gridworld environments for OpenAI gym.

Gym Gridworld ⭐ 41

Simple grid-world environment compatible with OpenAI-gym

Model Free Episodic Control ⭐ 31

This is the implementation of paper Model Free Episodic Control

Gym Panda ⭐ 31

An OpenAI Gym Env for Panda

Gym Dart ⭐ 20

OpenAI Gym environments using DART

1-68 of 68 projects

Advertising 📦 10

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

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

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