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Search results for python gym

901 search results found

A toolkit for developing and comparing reinforcement learning algorithms.

Stable Baselines3 ⭐ 6,501

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

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

Gymnasium ⭐ 3,741

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

Cleanrl ⭐ 3,259

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

Rocketmap ⭐ 2,813

🌏 Live visualization of all the pokemon in your area... and more!

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.

Pettingzoo ⭐ 2,015

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

Minigrid ⭐ 1,862

Simple and easily configurable grid world environments for reinforcement learning

Gym Anytrading ⭐ 1,751

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

Rl Baselines3 Zoo ⭐ 1,488

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

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"

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

Gym Pybullet Drones ⭐ 831

PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control

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

Rlbench ⭐ 783

A large-scale benchmark and learning environment.

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

Rl Book ⭐ 766

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

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

Stock_market_reinforcement_learning ⭐ 630

This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.

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

Slimevolleygym ⭐ 581

A simple OpenAI Gym environment for single and multi-agent reinforcement learning

Deep Learning Wizard ⭐ 573

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

Pybullet Gym ⭐ 548

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

Rl_a3c_pytorch ⭐ 535

A3C LSTM Atari with Pytorch plus A3G design

Code for the paper "Meta-Learning Shared Hierarchies"

David Silver Reinforcement Learning ⭐ 509

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

Pytorch Blender ⭐ 507

💦 Seamless, distributed, real-time integration of Blender into PyTorch data pipelines

Gym Starcraft ⭐ 505

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

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.

Rl_algorithms ⭐ 470

Structural implementation of RL key algorithms

Sumo Rl ⭐ 467

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

Neuron_poker ⭐ 457

Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.

Lightzero ⭐ 456

[NeurIPS 2023] LightZero: A lightweight and efficient MCTS/AlphaZero/MuZero algorithm toolkit.

Robotics Rl Srl ⭐ 455

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

Obstacle Tower Env ⭐ 453

Obstacle Tower Environment

Gym Malware ⭐ 448

Rl Tutorial Jnrr19 ⭐ 442

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

A collection of multi agent environments based on OpenAI gym.

Unified Reinforcement Learning Framework

Furniture ⭐ 418

IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks

Pokemongomove ⭐ 407

Pokemon GO iOS GPS Emulator - NO Jailbreak needed, lets you play the game on your Mac :)

Agilerl ⭐ 386

Streamlining reinforcement learning with RLOps

Safety Gym ⭐ 379

Tools for accelerating safe exploration research.

Safe Control Gym ⭐ 378

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

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

Panda Gym ⭐ 345

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

Robustness Gym ⭐ 339

Robustness Gym is an evaluation toolkit for machine learning.

Deep_rl_trader ⭐ 337

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

Repository for Open Source Reinforcement Learning Framework JORLDY

Reinforcement Learning Algorithms Based on PyTorch

Stable Baselines3 Contrib ⭐ 327

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

Gym Unrealcv ⭐ 324

Unreal environments for reinforcement learning

Openai_lab ⭐ 314

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

Long-Term Evolution Project of Reinforcement Learning

Agentnet ⭐ 293

Deep Reinforcement Learning library for humans

KEras Reinforcement Learning gYM agents

Pytorch A3c ⭐ 289

Simple A3C implementation with pytorch + multiprocessing

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

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

Assistive Gym ⭐ 258

Assistive Gym, a physics-based simulation framework for physical human-robot interaction and robotic assistance.

Gym Soccer ⭐ 253

Ml Fairness Gym ⭐ 246

Gym Super Mario ⭐ 242

Gym - 32 levels of original Super Mario Bros

Gym Electric Motor ⭐ 240

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

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

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.

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

Autodrome ⭐ 204

Framework and OpenAI Gym Environment for Autonomous Vehicle Development

Mindmaker ⭐ 202

MindMaker UE4 Machine Learning Toolkit

Landing A Spacex Falcon Heavy Rocket ⭐ 195

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

Basic DQN implementation

Gym Gazebo2 ⭐ 193

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

Naf Tensorflow ⭐ 188

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

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