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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.
Btgym
⭐
775
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
⭐
503
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
Ma Gym
⭐
239
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
Gymfc
⭐
220
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
Ravens
⭐
170
Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.
Gym Fx
⭐
153
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
Holdem
⭐
136
🃏 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
Nes Py
⭐
97
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
Dmc2gym
⭐
79
OpenAI Gym wrapper for the DeepMind Control Suite
Treeqn
⭐
76
Pyribs
⭐
69
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
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