Awesome Open Source

Programming Languages

Search results for python gym

509 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.

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

Gymnasium ⭐ 4,828

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

Cleanrl ⭐ 3,947

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Stable Baselines ⭐ 3,064

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Self hosted FLOSS fitness/workout, nutrition and weight tracker written with Django

Muzero General ⭐ 2,203

Roboschool ⭐ 2,056

DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.

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

PFRL: a PyTorch-based deep reinforcement learning library

Async Rl ⭐ 1,013

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

Batch Ppo ⭐ 919

Efficient Batched Reinforcement Learning in TensorFlow

Deepdrive ⭐ 845

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

Scalable, event-driven, deep-learning-friendly backtesting library

Rl Book ⭐ 794

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

Lightzero ⭐ 767

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios

Rex Gym ⭐ 759

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

Coding Interview Gym ⭐ 744

leetcode.com , algoexpert.io solutions in python and swift

Super Mario Bros A3c Pytorch ⭐ 735

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

Super Mario Bros Ppo Pytorch ⭐ 692

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

Deep Learning Wizard ⭐ 664

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

Multiagent Competition ⭐ 614

Code for the paper "Emergent Complexity via Multi-agent Competition"

Ddpg Keras Torcs ⭐ 595

Using Keras and Deep Deterministic Policy Gradient to play TORCS

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.

Rl_a3c_pytorch ⭐ 535

A3C LSTM Atari with Pytorch plus A3G design

David Silver Reinforcement Learning ⭐ 509

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

Unified Reinforcement Learning Framework

Gym Super Mario Bros ⭐ 496

An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES

Gobigger ⭐ 483

[ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.

Safe Control Gym ⭐ 477

PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL

Rl_algorithms ⭐ 470

Structural implementation of RL key algorithms

Agilerl ⭐ 457

Streamlining reinforcement learning with RLOps

Robotics Rl Srl ⭐ 455

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

Obstacle Tower Env ⭐ 453

Obstacle Tower Environment

A collection of multi agent environments based on OpenAI gym.

Rl Tutorial Jnrr19 ⭐ 442

Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019

Furniture ⭐ 418

IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks

Long-Term Evolution Project of Reinforcement Learning

Panda Gym ⭐ 385

Set of robotic environments based on PyBullet physics engine and gymnasium.

Stable Baselines3 Contrib ⭐ 384

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

Safety Gym ⭐ 379

Tools for accelerating safe exploration research.

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

DrQ: Data regularized Q

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

Airgesture ⭐ 348

Play games without touching keyboard

Deep_rl_trader ⭐ 337

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

Repository for Open Source Reinforcement Learning Framework JORLDY

Gym Unrealcv ⭐ 332

Unreal environments for reinforcement learning

Reinforcement Learning Algorithms Based on PyTorch

Openai_lab ⭐ 314

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

Agentnet ⭐ 293

Deep Reinforcement Learning library for humans

KEras Reinforcement Learning gYM agents

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

Rl Exploration Baselines ⭐ 279

RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).

Deep Rl ⭐ 270

Collection of Deep Reinforcement Learning algorithms

Environments for OR and RL Research

Deep Planning Network: Control from pixels by latent planning with learned dynamics

Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym

Gym Electric Motor ⭐ 250

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

Ml Fairness Gym ⭐ 246

Gym Super Mario ⭐ 242

Gym - 32 levels of original Super Mario Bros

Deep Reinforcement Learning Gym ⭐ 235

Deep reinforcement learning model implementation in Tensorflow + OpenAI gym

Gym Http Api ⭐ 235

API to access OpenAI Gym from other languages via HTTP

Multiagent_mujoco ⭐ 226

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

Robo Gym ⭐ 226

An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.

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

Mo Gymnasium ⭐ 213

Multi-objective Gymnasium environments for reinforcement learning

Vectorizedmultiagentsimulator ⭐ 210

VMAS is a vectorized framework designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

Basic DQN implementation

Gym Gazebo2 ⭐ 193

gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo

Simglucose ⭐ 191

A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose

Naf Tensorflow ⭐ 188

"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow

Tf_deep_rl_trader ⭐ 186

Trading Environment(OpenAI Gym) + PPO(TensorForce)

AI research environment for the Atari 2600 games 🤖.

Morl Baselines ⭐ 185

Multi-Objective Reinforcement Learning algorithms implementations.

Dist Dqn ⭐ 181

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

Gym Extensions ⭐ 181

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

Gobigger Challenge 2021 ⭐ 174

Interested in multi-agents? The 1st Go-Bigger Multi-Agent Decision Intelligence Challenge is coming and a big bonus is waiting for you!

Deepbots ⭐ 174

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

Mujoco_rl_ur5 ⭐ 171

A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.

Gym Trading Env ⭐ 165

A simple, easy, customizable Gymnasium environment for trading.

Dmc2gym ⭐ 164

OpenAI Gym wrapper for the DeepMind Control Suite

Hierarchical Actor Critic Hac Pytorch ⭐ 154

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

《Web安全之强化学习与GAN》

Reinforcement_learning_basic_book ⭐ 140

这是一个学习强化学习基础原理的仓库，主要包括了《深入浅出强化学习原理入门》书中一些例子和课后作业的代

Value Prediction Network ⭐ 138

NIPS 2017 Value Prediction Network

Ratinabox ⭐ 135

A python package for modelling locomotion in complex environments and spatially/velocity selective cell activity.

Firedup ⭐ 129

Clone of OpenAI's Spinning Up in PyTorch

Torchrl ⭐ 127

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

Raveforce ⭐ 126

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

Rl Colab Notebooks ⭐ 121

Colab notebooks part of the documentation of Stable Baselines reinforcement learning library

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

Related Searches

Python Django (28,897)

Python Docker (14,113)

Python Machine Learning (14,099)

Python Tensorflow (13,736)

Python Deep Learning (13,092)

Python Jupyter Notebook (12,976)

Python Network (11,495)

Python Html (10,924)

Python Video Game (10,254)

Python Algorithms (10,033)

1-100 of 509 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2025 Awesome Open Source. All rights reserved.