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The Top 72 Openai Gym Open Source Projects

Categories > Machine Learning > Openai Gym
Deep Reinforcement Learning ⭐ 3,848
Repo for the Deep Reinforcement Learning Nanodegree program
Finrl ⭐ 2,329
A Deep Reinforcement Learning Framework for Automated Trading in Quantitative Finance. NeurIPS 2020. 🔥
Coach ⭐ 2,009
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
Rlcard ⭐ 1,322
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
Noreward Rl ⭐ 1,210
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Gym Minigrid ⭐ 1,205
Minimalistic gridworld package for OpenAI Gym
Rl Baselines Zoo ⭐ 900
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Basic_reinforcement_learning ⭐ 853
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
Btgym ⭐ 813
Scalable, event-driven, deep-learning-friendly backtesting library
Gym Anytrading ⭐ 796
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
Rex Gym ⭐ 741
OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
Deep Reinforcement Learning For Automated Stock Trading Ensemble Strategy Icaif 2020 ⭐ 724
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
Super Mario Bros Ppo Pytorch ⭐ 692
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
Hands On Reinforcement Learning With Python ⭐ 685
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Pybullet Gym ⭐ 628
Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.
Rl Book ⭐ 533
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
Gym Starcraft ⭐ 515
StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)
Babyai ⭐ 506
BabyAI platform. A testbed for training agents to understand and execute language commands.
Rl_a3c_pytorch ⭐ 493
A3C LSTM Atari with Pytorch plus A3G design
Spot_mini_mini ⭐ 486
Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.
Mushroom Rl ⭐ 475
Python library for Reinforcement Learning.
Rl Portfolio Management ⭐ 459
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 Duckietown ⭐ 423
Self-driving car simulator for the Duckietown universe
Tensorflow Tutorial Samples ⭐ 421
TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例
Gym Miniworld ⭐ 400
Simple 3D interior simulator for RL & robotics research
Pytorch Rl ⭐ 398
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Gym Super Mario Bros ⭐ 377
An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES
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.
Reco Gym ⭐ 346
Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
Neuron_poker ⭐ 321
Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.
Pytorch Ddpg ⭐ 301
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
Pytorch Blender ⭐ 292
Seamless, distributed, real-time integration of Blender into PyTorch data pipelines
Reinforcement Learning Kr ⭐ 290
[파이썬과 케라스로 배우는 강화학습] 예제
Deep Rl ⭐ 284
Collection of Deep Reinforcement Learning algorithms
Ma Gym ⭐ 262
A collection of multi agent environments based on OpenAI gym.
Ns3 Gym ⭐ 258
ns3-gym - The Playground for Reinforcement Learning in Networking Research
Gymfc ⭐ 233
A universal flight control tuning framework
A3c_continuous ⭐ 230
A continuous action space version of A3C LSTM in pytorch plus A3G design
Deep Reinforcement Learning Gym ⭐ 221
Deep reinforcement learning model implementation in Tensorflow + OpenAI gym
Ravens ⭐ 203
Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.
Hands On Intelligent Agents With Openai Gym ⭐ 199
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
Gym Fx ⭐ 164
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
Robo Gym ⭐ 163
An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.
Drqn Tensorflow ⭐ 145
Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro
Stable Baselines ⭐ 143
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
Holdem ⭐ 140
🃏 OpenAI Gym No Limit Texas Hold 'em Environment for Reinforcement Learning
Hierarchical Actor Critic Hac Pytorch ⭐ 139
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
Gym Ignition ⭐ 134
Framework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo
Reinforcement_learning ⭐ 133
Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.
Reinforcementlearning Atarigame ⭐ 129
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
Tf2 Rl ⭐ 129
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
Ctc Executioner ⭐ 123
Master Thesis: Limit order placement with Reinforcement Learning
Gym Electric Motor ⭐ 120
Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors
Openaigym ⭐ 119
Solving OpenAI Gym problems.
Cartpole ⭐ 112
OpenAI's cartpole env solver.
Nes Py ⭐ 102
A Python3 NES emulator and OpenAI Gym interface
Cs234 Reinforcement Learning Winter 2019 ⭐ 101
My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019
Drl_grasping ⭐ 97
Deep Reinforcement Learning for Robotic Grasping from Octrees
Dmc2gym ⭐ 88
OpenAI Gym wrapper for the DeepMind Control Suite
Gym_trading ⭐ 87
Treeqn ⭐ 78
Pyribs ⭐ 77
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.
Deterministic Gail Pytorch ⭐ 48
PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning
Gym Gridworlds ⭐ 45
Gridworld environments for OpenAI gym.
Async Deeprl ⭐ 44
Playing Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning
Gym Gridworld ⭐ 41
Simple grid-world environment compatible with OpenAI-gym
Gym Panda ⭐ 34
An OpenAI Gym Env for Panda
Model Free Episodic Control ⭐ 31
This is the implementation of paper Model Free Episodic Control
Gym Dart ⭐ 20
OpenAI Gym environments using DART
Force ⭐ 18
A library for reinforcement learning research
1-72 of 72 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