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The Top 23 Reinforcement Learning Rl Gym Open Source Projects

Open source projects categorized as Reinforcement Learning Rl Gym
Categories > Machine Learning > Reinforcement Learning
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80most recent commit 3 months agopypi stable-baselines3} Downloads
Muzero General ⭐ 2,203
MuZero
most recent commit 8 months ago
Rl Baselines3 Zoo ⭐ 1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
dependent packages 2total releases 18most recent commit 3 months agopypi rl-zoo3} Downloads
Rl Baselines Zoo ⭐ 1,025
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 ⭐ 978
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
most recent commit 9 months ago
Gym Pybullet Drones ⭐ 931
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
most recent commit 4 months ago
Sumo Rl ⭐ 545
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
total releases 8most recent commit 3 months ago
Robotics Rl Srl ⭐ 455
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
most recent commit 3 years ago
Rl Tutorial Jnrr19 ⭐ 442
Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
most recent commit 10 months ago
Ns3 Gym ⭐ 427
ns3-gym - The Playground for Reinforcement Learning in Networking Research
most recent commit 7 months ago
Stable Baselines3 Contrib ⭐ 384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57most recent commit 3 months agopypi sb3-contrib} Downloads
Genrl ⭐ 375
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
total releases 4most recent commit 2 years ago
Drq ⭐ 369
DrQ: Data regularized Q
most recent commit a year ago
Pytorch Rl ⭐ 356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
total releases 2most recent commit 5 years ago
Openai_lab ⭐ 314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
most recent commit 6 years ago
Deep Rl ⭐ 270
Collection of Deep Reinforcement Learning algorithms
most recent commit 5 years ago
Skrl ⭐ 263
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
dependent packages 1total releases 10most recent commit 8 months agopypi skrl} Downloads
Stable Baselines ⭐ 221
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
most recent commit 2 years ago
Learning To Drive In 5 Minutes ⭐ 210
Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes
most recent commit 3 years ago
Autodrome ⭐ 204
Framework and OpenAI Gym Environment for Autonomous Vehicle Development
most recent commit 5 years ago
Gym Gazebo2 ⭐ 193
gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
most recent commit 5 years ago
Atari ⭐ 185
AI research environment for the Atari 2600 games 🤖.
most recent commit 3 years ago
Morl Baselines ⭐ 185
Multi-Objective Reinforcement Learning algorithms implementations.
most recent commit 3 months ago
The 5 Most Depended On Reinforcement Learning Rl Gym Open Source Projects
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80latest release November 17, 2023most recent commit 3 months agopypi stable-baselines3} Downloads
Stable Baselines3 Contrib ⭐ 384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57latest release November 17, 2023most recent commit 3 months agopypi sb3-contrib} Downloads
Gym Rs ⭐ 48
OpenAI's Gym written in pure Rust for blazingly fast performance
dependent packages 1total releases 2latest release August 23, 2023most recent commit 4 months agocargo gym-rs} Downloads
Skrl ⭐ 263
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
dependent packages 1total releases 10latest release August 16, 2023most recent commit 8 months agopypi skrl} Downloads
The 10 Latest Releases In Reinforcement Learning Rl Gym Open Source Projects
Stable Baselines3 Contrib ⭐ 384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57latest release November 17, 2023most recent commit 3 months agopypi sb3-contrib} Downloads
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80latest release November 17, 2023most recent commit 3 months agopypi stable-baselines3} Downloads
Gym Rs ⭐ 48
OpenAI's Gym written in pure Rust for blazingly fast performance
dependent packages 1total releases 2latest release August 23, 2023most recent commit 4 months agocargo gym-rs} Downloads
Skrl ⭐ 263
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
dependent packages 1total releases 10latest release August 16, 2023most recent commit 8 months agopypi skrl} Downloads
Aine Drl ⭐ 8
A project for the DRL framework. AINE means "Agent IN Environment".
total releases 2latest release April 04, 2023most recent commit a year ago
Banana Gym ⭐ 80
A simple stochastic OpenAI environment for training RL agents
total releases 3latest release July 04, 2020most recent commit 3 years ago
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