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Search results for openai gym

360 search results found

A toolkit for developing and comparing reinforcement learning algorithms.

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

Stable Baselines ⭐ 3,064

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Rl Stock ⭐ 2,419

📈 如何用深度强化学习自动炒股

Gym Anytrading ⭐ 1,751

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

Rl Baselines3 Zoo ⭐ 1,640

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

Author's PyTorch implementation of TD3 for OpenAI gym tasks

Rl Baselines Zoo ⭐ 1,025

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

Async Rl ⭐ 1,013

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

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

Evolution Strategies Tool

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

Simple_dqn ⭐ 656

Simple deep Q-learning agent.

Hands On Reinforcement Learning With Python ⭐ 596

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Pybullet Gym ⭐ 548

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

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)

Gym Malware ⭐ 448

A collection of multi agent environments based on OpenAI gym.

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

Pytorch Rl ⭐ 356

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

Tensorflow Tutorial Samples ⭐ 356

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

Deep_rl_trader ⭐ 337

Trading Environment(OpenAI Gym) + DDQN (Keras-RL)

Gym_torcs ⭐ 337

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

Hands On Intelligent Agents With Openai Gym ⭐ 280

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

Deep Rl ⭐ 270

Collection of Deep Reinforcement Learning algorithms

Gym Electric Motor ⭐ 250

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

Gym Super Mario ⭐ 242

Gym - 32 levels of original Super Mario Bros

Gym Http Api ⭐ 235

API to access OpenAI Gym from other languages via HTTP

Deep Reinforcement Learning Gym ⭐ 235

Deep reinforcement learning model implementation in Tensorflow + OpenAI gym

Gym Minecraft ⭐ 232

Minecraft environment for Open AI Gym, based on Microsoft's Malmo.

Multiagent_mujoco ⭐ 226

Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.

Macad Gym ⭐ 224

Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:

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

Neurogym ⭐ 219

A curated collection of neuroscience tasks with a common interface.

Trading Gym ⭐ 212

This trading-gym is the first trading for agent to train with episode of short term trading itself.

Learning To Drive In 5 Minutes ⭐ 210

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

Autodrome ⭐ 204

Framework and OpenAI Gym Environment for Autonomous Vehicle Development

Gym Ignition ⭐ 204

Framework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo

Mindmaker ⭐ 202

MindMaker UE4 Machine Learning Toolkit

A Python3 NES emulator and OpenAI Gym interface

Landing A Spacex Falcon Heavy Rocket ⭐ 195

This is the code for "Landing a SpaceX Falcon Heavy Rocket" By Siraj Raval on Youtube

Tf_deep_rl_trader ⭐ 186

Trading Environment(OpenAI Gym) + PPO(TensorForce)

Gym Extensions ⭐ 181

This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement learning, etc.)

Dist Dqn ⭐ 181

Multi-GPU reinforcement learning using Deep Q-Network in TensorFlow for OpenAI Gym

Deepbots ⭐ 174

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

Reinforcement_learning_ai_video_games ⭐ 169

Code for each week's short video of Siraj Raval Course on Reinforcement Learning "AI for Video Games"

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

Godotaigym ⭐ 154

Communicating with godot engine through shared memory

《Web安全之强化学习与GAN》

Deep RL Algorithms implemented for UC Berkeley's CS 294-112: Deep Reinforcement Learning

Openai Neat ⭐ 132

NEAT Solver for OpenAI

Pddlgym ⭐ 131

Convert a PDDL domain into an OpenAI Gym environment.

Firedup ⭐ 129

Clone of OpenAI's Spinning Up in PyTorch

Raveforce ⭐ 126

RaveForce - An OpenAI Gym style toolkit for music generation experiments.

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

An environment of the board game Go using OpenAI's Gym API

DQN implementation in Keras + TensorFlow + OpenAI Gym

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

Deep Reinforcement Learning With Python ⭐ 107

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

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

Openai_five_vs_dota2_explained ⭐ 101

This is the code for "OpenAI Five vs DOTA 2 Explained" By Siraj Raval on Youtube

Donkey_rl ⭐ 100

Reinforcement Learning Simulator for Donkey Car

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

Gym_trading ⭐ 89

Drqn Tensorflow ⭐ 88

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

Gym Doom ⭐ 88

Gym - Doom environments based on VizDoom.

Openai Gym Policy Gradient ⭐ 88

Reinforcement Learning using Policy Gradient to solve OpenAI Gym games

Gym Pcgrl ⭐ 87

A package for "Procedural Content Generation via Reinforcement Learning" OpenAI Gym interface.

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

Pytorch Neat ⭐ 80

A pytorch implementation of the NEAT (NeuroEvolution of Augmenting Topologies) algorithm

Tiny Dqn ⭐ 78

A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym

PGE: Parallel Game Engine

Atari Pong ⭐ 71

Neural Networks For Playing Pong

Gvgai_gym ⭐ 71

Slitherin ⭐ 70

AI research environment for the game of Snake 🐍 .

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

Async Deep Rl ⭐ 68

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

Q_learning_explained ⭐ 66

This is the code for "Q Learning Explained" by Siraj Raval on Youtube

Pybullet_multigoal_gym ⭐ 65

Pybullet version of the multigoal robotics environment from OpenAI Gym

Jelly Bean World ⭐ 64

A framework for experimenting with never-ending learning

Gym Starcraft ⭐ 64

StarCraft: BroodWars OpenAI Gym environment

AirSim with openAI gym and keras-rl integration for autonomous copter RL

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