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The Top 710 Openai Gym Open Source Projects

Categories > Machine Learning > Openai Gym
Finrl ⭐ 6,102
FinRL: Financial Reinforcement Learning. 🔥
total releases 7most recent commit 4 days ago
Deep Reinforcement Learning ⭐ 4,217
Repo for the Deep Reinforcement Learning Nanodegree program
most recent commit 2 months ago
Coach ⭐ 2,084
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
dependent packages 1total releases 13most recent commit 9 months agopypi rl-coach} Downloads
Rlcard ⭐ 1,835
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
dependent packages 1total releases 36most recent commit 13 days agopypi rlcard} Downloads
Rltrader ⭐ 1,462
A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym
most recent commit 10 months ago
Noreward Rl ⭐ 1,285
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
most recent commit 3 months ago
Gym Anytrading ⭐ 1,160
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
most recent commit 15 days ago
Btgym ⭐ 825
Scalable, event-driven, deep-learning-friendly backtesting library
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 2 years 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 a year ago
Dart ⭐ 748
Dynamic Animation and Robotics Toolkit
dependent packages 4total releases 7most recent commit 24 days ago
Super Mario Bros Ppo Pytorch ⭐ 692
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
most recent commit a year ago
Rl Book ⭐ 686
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
most recent commit 8 days ago
Gym Gazebo ⭐ 673
Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version
most recent commit 4 years ago
Simple_dqn ⭐ 656
Simple deep Q-learning agent.
most recent commit 4 years ago
Spot_mini_mini ⭐ 646
Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.
most recent commit 24 days ago
Hands On Reinforcement Learning With Python ⭐ 611
Hands-On Reinforcement Learning with Python, published by Packt
most recent commit 3 months ago
Mushroom Rl ⭐ 607
Python library for Reinforcement Learning.
dependent packages 3total releases 15most recent commit 25 days agopypi mushroom-rl} Downloads
Hands On Reinforcement Learning With Python ⭐ 596
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
most recent commit 2 years 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
Gym Starcraft ⭐ 505
StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)
most recent commit 5 years ago
Miniworld ⭐ 503
Simple and easily configurable 3D FPS-game-like environments for reinforcement learning
most recent commit 21 days ago
Babyai ⭐ 502
BabyAI platform. A testbed for training agents to understand and execute language commands.
most recent commit a year ago
Gym Super Mario Bros ⭐ 496
An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES
total releases 96most recent commit 3 months ago
Rl_a3c_pytorch ⭐ 459
A3C LSTM Atari with Pytorch plus A3G design
most recent commit 2 years ago
Gym Duckietown ⭐ 449
Self-driving car simulator for the Duckietown universe
most recent commit a year ago
Madrl ⭐ 435
Repo containing code for multi-agent deep reinforcement learning (MADRL).
most recent commit 9 months ago
Ddpg ⭐ 425
Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow
most recent commit 3 years ago
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)
most recent commit 2 years ago
Pytorch Blender ⭐ 373
💦 Seamless, distributed, real-time integration of Blender into PyTorch data pipelines
most recent commit 6 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
Ns3 Gym ⭐ 338
ns3-gym - The Playground for Reinforcement Learning in Networking Research
most recent commit 2 months ago
Ma Gym ⭐ 332
A collection of multi agent environments based on OpenAI gym.
total releases 8most recent commit 3 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
Gym Rocketlander ⭐ 273
A SpaceX Rocket Lander environment for OpenAI gym using Box2D
most recent commit 2 years ago
Deep Rl ⭐ 270
Collection of Deep Reinforcement Learning algorithms
most recent commit 4 years ago
Ravens ⭐ 265
Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.
most recent commit 9 months ago
Hands On Intelligent Agents With Openai Gym ⭐ 254
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 3 months ago
Gymfc ⭐ 242
A universal flight control tuning framework
most recent commit a year ago
Reinforcement Learning Kr ⭐ 238
[파이썬과 케라스로 배우는 강화학습] 예제
most recent commit 3 years ago
Reco Gym ⭐ 236
Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
total releases 9most recent commit 3 years ago
Deep Reinforcement Learning Gym ⭐ 235
Deep reinforcement learning model implementation in Tensorflow + OpenAI gym
most recent commit 8 months ago
Robo Gym ⭐ 226
An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.
total releases 9most recent commit 7 months ago
Stable Baselines ⭐ 221
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
most recent commit 21 days ago
Awesome Isaac Gym ⭐ 212
A curated list of awesome NVIDIA Issac Gym frameworks, papers, software, and resources
most recent commit 3 months ago
Pytorch Ddpg ⭐ 207
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
most recent commit 4 years ago
A3c_continuous ⭐ 202
A continuous action space version of A3C LSTM in pytorch plus A3G design
most recent commit 4 years ago
Ddpg ⭐ 198
Implementation of Deep Deterministic Policy Gradients using TensorFlow and OpenAI Gym
most recent commit 5 years ago
Neuroflight ⭐ 182
Next Generation Flight Controller Firmware
most recent commit 2 years ago
Dist Dqn ⭐ 181
Multi-GPU reinforcement learning using Deep Q-Network in TensorFlow for OpenAI Gym
most recent commit 6 years ago
Gym Extensions ⭐ 181
This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement learning, etc.)
most recent commit 3 years ago
Gym Electric Motor ⭐ 178
Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors
total releases 12most recent commit 3 months ago
Tensorflow Rl ⭐ 173
Implementations of deep RL papers and random experimentation
most recent commit 4 years ago
Reinforcement_learning_ai_video_games ⭐ 169
Code for each week's short video of Siraj Raval Course on Reinforcement Learning "AI for Video Games"
most recent commit 5 years ago
Finrl_podracer ⭐ 163
Cloud-native Financial Reinforcement Learning
most recent commit 24 days ago
Drl_grasping ⭐ 155
Deep Reinforcement Learning for Robotic Grasping from Octrees
most recent commit a month ago
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
most recent commit 2 years ago
Hierarchical Actor Critic Hac Pytorch ⭐ 154
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
most recent commit 10 months ago
Gym Ignition ⭐ 151
Framework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo
dependent packages 1total releases 39most recent commit a year agopypi scenario} Downloads
Nes Py ⭐ 145
A Python3 NES emulator and OpenAI Gym interface
dependent packages 5total releases 73most recent commit 3 months agopypi nes-py} Downloads
Reinforcement_learning ⭐ 137
Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.
most recent commit 3 years ago
Raveforce ⭐ 126
RaveForce - An OpenAI Gym style toolkit for music generation experiments.
total releases 4most recent commit 6 months ago
Simglucose ⭐ 125
A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose
total releases 15most recent commit 4 months ago
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
most recent commit a year ago
Dqn ⭐ 116
DQN implementation in Keras + TensorFlow + OpenAI Gym
most recent commit 5 years ago
Pyribs ⭐ 116
A bare-bones Python library for quality diversity optimization.
total releases 7most recent commit 5 days ago
Holdem ⭐ 113
🃏 OpenAI Gym No Limit Texas Hold 'em Environment for Reinforcement Learning
most recent commit 3 years ago
Cartpole ⭐ 111
OpenAI's cartpole env solver.
most recent commit a year ago
Jiminy ⭐ 108
Jiminy: a fast and portable Python/C++ simulator of poly-articulated robots with OpenAI Gym interface for reinforcement learning
dependent packages 3total releases 138most recent commit 7 hours agopypi gym-jiminy} Downloads
Dmc2gym ⭐ 108
OpenAI Gym wrapper for the DeepMind Control Suite
most recent commit 8 months ago
Openaigym.jl ⭐ 103
OpenAI's Gym binding for Julia
most recent commit 4 months ago
Openmodelica Microgrid Gym ⭐ 103
OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids
total releases 7most recent commit 6 months ago
Deep Reinforcement Learning In Large Discrete Action Spaces ⭐ 102
Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym
most recent commit 5 years ago
Ctc Executioner ⭐ 97
Master Thesis: Limit order placement with Reinforcement Learning
most recent commit 4 years ago
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
most recent commit a year ago
Gym Mtsim ⭐ 94
A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)
most recent commit 3 months ago
Gym_trading ⭐ 89
most recent commit 5 years ago
Rl Examples ⭐ 88
Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow
most recent commit 2 years ago
Drqn Tensorflow ⭐ 88
Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro
most recent commit 2 years ago
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
most recent commit 4 years ago
Openaigym ⭐ 86
Solving OpenAI Gym problems.
most recent commit 2 years ago
Sqddpg ⭐ 84
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''.
most recent commit 6 months ago
Yarll ⭐ 84
Combining deep learning and reinforcement learning.
total releases 12most recent commit a year ago
Banana Gym ⭐ 80
A simple stochastic OpenAI environment for training RL agents
total releases 3most recent commit a year ago
Gym Mupen64plus ⭐ 80
An OpenAI Gym environment wrapper for the Mupen64Plus N64 emulator
most recent commit 2 months ago
Tiny Dqn ⭐ 78
A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym
most recent commit 5 years ago
Gail_gym ⭐ 75
Implementation of Generatve Adversarial Imitation Learning (GAIL) for classic environments from OpenAI Gym.
most recent commit 4 years ago
Rltf ⭐ 75
Reinforcement Learning implementations and research prototyping in TensorFlow
most recent commit 3 years ago
Cs234 Reinforcement Learning Winter 2019 ⭐ 73
My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019
most recent commit 2 years ago
Atari Pong ⭐ 71
Neural Networks For Playing Pong
most recent commit 6 years ago
Slitherin ⭐ 70
AI research environment for the game of Snake 🐍 .
most recent commit a year ago
Treeqn ⭐ 69
most recent commit 3 years ago
Rlgc ⭐ 68
An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)
most recent commit 6 months ago
Parallel Trpo ⭐ 66
A parallel version of Trust Region Policy Optimization
most recent commit 6 years ago
Distributed_rl ⭐ 66
Pytorch implementation of distributed deep reinforcement learning
most recent commit 3 months ago
Jelly Bean World ⭐ 64
A framework for experimenting with never-ending learning
most recent commit 4 months ago
Airgym ⭐ 63
AirSim with openAI gym and keras-rl integration for autonomous copter RL
most recent commit 4 years ago
2048 Gym ⭐ 63
This projects aims to use reinforcement learning algorithms to play the game 2048.
most recent commit a year ago
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