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The Top 23 Rl Gym Open Source Projects

Open source projects categorized as Rl Gym
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
Rl Stock ⭐ 2,419
📈 如何用深度强化学习自动炒股
most recent commit a year ago
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
Nle ⭐ 915
The NetHack Learning Environment
dependent packages 1total releases 15most recent commit 3 months agopypi nle} Downloads
Awesome Rl Envs ⭐ 835
most recent commit 6 months ago
Slimevolleygym ⭐ 667
A simple OpenAI Gym environment for single and multi-agent reinforcement learning
dependent packages 1total releases 1most recent commit 4 months agopypi slimevolleygym} Downloads
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
Furniture ⭐ 418
IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks
most recent commit a year 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
Deep_rl_trader ⭐ 337
Trading Environment(OpenAI Gym) + DDQN (Keras-RL)
most recent commit a year ago
Gym_torcs ⭐ 337
most recent commit 6 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
The 9 Most Depended On 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
Bevy_rl ⭐ 57
Reinforcement Learning environments with Bevy
dependent packages 1total releases 26latest release November 05, 2023most recent commit 3 months agocargo bevy_rl} Downloads
Nle ⭐ 915
The NetHack Learning Environment
dependent packages 1total releases 15latest release November 24, 2022most recent commit 3 months agopypi nle} 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
Slimevolleygym ⭐ 667
A simple OpenAI Gym environment for single and multi-agent reinforcement learning
dependent packages 1total releases 1latest release June 09, 2020most recent commit 4 months agopypi slimevolleygym} Downloads
Lb Foraging ⭐ 116
Level-based Foraging (LBF): A multi-agent environment for RL
dependent packages 1total releases 18latest release May 14, 2019most recent commit 5 months agopypi lbforaging} 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
The 10 Latest Releases In 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
Bevy_rl ⭐ 57
Reinforcement Learning environments with Bevy
dependent packages 1total releases 26latest release November 05, 2023most recent commit 3 months agocargo bevy_rl} 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
Nle ⭐ 915
The NetHack Learning Environment
dependent packages 1total releases 15latest release November 24, 2022most recent commit 3 months agopypi nle} Downloads
Learnrl ⭐ 18
A library to use and learn reinforcement learning algorithms
total releases 7latest release September 23, 2021most recent commit a year ago
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