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197 search results found

Stable Baselines3 ⭐ 7,292

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Awesome Chatgpt ⭐ 3,711

ChatGPT资料汇总学习，持续更新......

Stable Baselines ⭐ 3,064

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Gym Anytrading ⭐ 1,751

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

Rlpyt ⭐ 1,709

Reinforcement Learning in PyTorch

Rl Baselines3 Zoo ⭐ 1,640

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

Ppo Pytorch ⭐ 1,270

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

Evolutionary Algorithm ⭐ 1,152

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

Rl Baselines Zoo ⭐ 1,025

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

Basic_reinforcement_learning ⭐ 978

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

Batch Ppo ⭐ 919

Efficient Batched Reinforcement Learning in TensorFlow

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

Hands On Reinforcement Learning With Python ⭐ 596

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Sumo Rl ⭐ 545

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

Deep Rl Keras ⭐ 516

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

David Silver Reinforcement Learning ⭐ 509

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

Gym Starcraft ⭐ 505

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

Awesome Deep Rl ⭐ 477

A curated list of awesome Deep Reinforcement Learning resources.

A collection of multi agent environments based on OpenAI gym.

Skytext Chinese Gpt3 ⭐ 416

SkyText是由奇点智源发布的中文GPT3预训练大模型，可以进行文章续写、对话、中英翻译、内容风格 SkyText is a Chinese GPT3 pre-trained large model released by Singularity-AI, which can perform different tasks such as chatting, Q&A, and Chinese-English translation.

Stable Baselines3 Contrib ⭐ 384

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Pytorch Rl ⭐ 356

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

Openai_lab ⭐ 314

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

Pytorch Cpp Rl ⭐ 308

PyTorch C++ Reinforcement Learning

Agentnet ⭐ 293

Deep Reinforcement Learning library for humans

Gym Sokoban ⭐ 283

Sokoban environment for OpenAI Gym

Deep Rl ⭐ 270

Collection of Deep Reinforcement Learning algorithms

Gym Electric Motor ⭐ 250

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

A universal flight control tuning framework

Stable Baselines ⭐ 221

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

Ddpg Aigym ⭐ 220

Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments

Openml Guide ⭐ 215

An extensive library of AI resources including books, courses, papers, guides, articles, tutorials, notebooks, AI field advancements and more.

Learningx ⭐ 213

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

Learning To Drive In 5 Minutes ⭐ 210

Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

Gym Ignition ⭐ 204

Framework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo

Autodrome ⭐ 204

Framework and OpenAI Gym Environment for Autonomous Vehicle Development

Mindmaker ⭐ 202

MindMaker UE4 Machine Learning Toolkit

Hindsight Experience Replay ⭐ 201

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

A PyTorch Library for Reinforcement Learning Research

Deepbots ⭐ 174

A wrapper framework for Reinforcement Learning in the Webots robot simulator using Python 3.

Gail Tf ⭐ 167

Tensorflow implementation of generative adversarial imitation learning

Dmc2gym ⭐ 164

OpenAI Gym wrapper for the DeepMind Control Suite

A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow

Hierarchical Actor Critic Hac Pytorch ⭐ 154

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

Firedup ⭐ 129

Clone of OpenAI's Spinning Up in PyTorch

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

Distributional Dqn ⭐ 113

Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regression' based on OpenAi DQN baselines.

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

Cartpole ⭐ 111

OpenAI's cartpole env solver.

Relataly Public Python Tutorials ⭐ 109

Beginner-friendly collection of Python notebooks for various use cases of machine learning, deep learning, and analytics. For each notebook there is a separate tutorial on the relataly.com blog.

Deep Reinforcement Learning With Python ⭐ 107

Deep Reinforcement Learning with Python, Second Edition, published by Packt

Scribeai ⭐ 104

ChatGPT extension for VSCode.

Openmodelica Microgrid Gym ⭐ 103

OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids

Openaigym.jl ⭐ 103

OpenAI's Gym binding for Julia

Deep Reinforcement Learning In Large Discrete Action Spaces ⭐ 102

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

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

openai/gym's popular toolkit for developing and comparing reinforcement learning algorithms port to C#.

Gym Mupen64plus ⭐ 80

An OpenAI Gym environment wrapper for the Mupen64Plus N64 emulator

Banana Gym ⭐ 80

A simple stochastic OpenAI environment for training RL agents

AI各领域学习资料整理。（A collection of all skills and knowledges should be got command of to obtain an AI relevant job offer. There are online blogs, my personal blogs, electronic books copy.）

Generic reinforcement learning codebase in TensorFlow

Proximal Policy Optimization implementation with TensorFlow

Async Deep Rl ⭐ 68

A Tensorflow based implementation of "Asynchronous Methods for Deep Reinforcement Learning": https://arxiv.org/abs/1602.01783

An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)

Pytorch.rl.learning ⭐ 61

for learning reinforcement learning using PyTorch.

Autonomous Driving In Carla Using Deep Reinforcement Learning ⭐ 61

Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]

Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.

Techcircle_openai_handson ⭐ 59

Tech-Circle OpenAI Handson Repository

Rl Plotter ⭐ 53

✨ A plotter for reinforcement learning (RL)

Awesome Deep Rl ⭐ 52

A curated list of awesome Deep Reinforcement Learning resources

Convert DeepMind Control Suite to OpenAI gym environments.

Carla Rl ⭐ 50

Reinforcement Learning Agents Trained in the CARLA Simulator

Vizdoomgym ⭐ 50

OpenAI Gym wrapper for ViZDoom enviroments

Rl Code Resources ⭐ 49

A collection of Reinforcement Learning GitHub code resources divided by frameworks and environments

Mujocounity ⭐ 48

Reproducing MuJoCo benchmarks in a modern, commercial game /physics engine (Unity + PhysX).

OpenAI's Gym written in pure Rust for blazingly fast performance

Async Deeprl ⭐ 44

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

PyTorch Implementation of the Maximum a Posteriori Policy Optimisation

PyTorch implementation of Proximal Policy Optimization

Practical Rl ⭐ 39

Reinforcement learning in Julia. Solving OpenAI gym.

DHER: Hindsight Experience Replay for Dynamic Goals (ICLR-2019)

Reinforcement Learning With Tensorflow ⭐ 39

Reinforcement Learning with TensorFlow, published by Packt

Reinforcement Learning ⭐ 39

Personal experiments on Reinforcement Learning

Left Shift ⭐ 35

Using deep reinforcement learning to tackle the game 2048.

Rl Gallery ⭐ 34

A gallery for reinforcement learning, including frameworks, tutorials, papers, implementations, applications, etc.

Distributional_perspective_on_rl ⭐ 34

Implementation of A Distributional Perspective on Reinforcement Learning

Gym Gridworlds ⭐ 33

Gridworld environments for OpenAI gym.

Deep Rl Docker ⭐ 32

Docker image with OpenAI Gym, Baselines, MuJoCo and Roboschool, utilizing TensorFlow and JupyterLab.

A collection of multi-agent reinforcement learning OpenAI gym environments

Pytorch Rl Cpp ⭐ 31

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

Optical Rl Gym ⭐ 31

Set of reinforcement learning environments for optical networks

Deep Q Atari ⭐ 29

Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.

World Models Sonic Pytorch ⭐ 28

Attempt at reinforcement learning with curiosity for Sonic the Hedgehog games. Number 149 on OpenAI retro contest leaderboard, but more work needed

Atc Reinforcement Learning ⭐ 27

Reinforcement learning for an air traffic control task. OpenAI gym based simulation.

Fast Reinforcement Learning ⭐ 26

Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme

Gail Pytorch ⭐ 26

A simple implementation of Generative Adversarial Imitation Learning with PyTorch

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