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The Top 23 Pytorch Gym Open Source Projects

Open source projects categorized as Pytorch 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
Deep Reinforcement Learning ⭐ 4,635
Repo for the Deep Reinforcement Learning Nanodegree program
most recent commit 5 months ago
Cleanrl ⭐ 3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
most recent commit 3 months ago
Muzero General ⭐ 2,203
MuZero
most recent commit 7 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
Td3 ⭐ 1,383
Author's PyTorch implementation of TD3 for OpenAI gym tasks
most recent commit 9 months ago
Rl Book ⭐ 794
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
most recent commit 4 months ago
Jetson Reinforcement ⭐ 789
Deep reinforcement learning GPU libraries for NVIDIA Jetson TX1/TX2 with PyTorch, OpenAI Gym, and Gazebo robotics simulator.
most recent commit 2 years ago
Lightzero ⭐ 767
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios
total releases 2most recent commit 3 months ago
Super Mario Bros A3c Pytorch ⭐ 735
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
most recent commit 3 years ago
Super Mario Bros Ppo Pytorch ⭐ 692
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
most recent commit 3 years ago
Deep Learning Wizard ⭐ 664
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
most recent commit 5 months ago
Rl_a3c_pytorch ⭐ 535
A3C LSTM Atari with Pytorch plus A3G design
most recent commit a year ago
Pytorch Blender ⭐ 510
💦 Seamless, distributed, real-time integration of Blender into PyTorch data pipelines
most recent commit 6 months ago
Openrl ⭐ 496
Unified Reinforcement Learning Framework
dependent packages 1total releases 23most recent commit 3 months agopypi openrl} Downloads
Rl_algorithms ⭐ 470
Structural implementation of RL key algorithms
most recent commit a year ago
Agilerl ⭐ 457
Streamlining reinforcement learning with RLOps
most 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
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
Jorldy ⭐ 333
Repository for Open Source Reinforcement Learning Framework JORLDY
most recent commit a year ago
The 7 Most Depended On Pytorch 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
Ddpg_torcs_pytorch ⭐ 20
Using PyTorch and DDPG to play Torcs
dependent packages 1total releases 1latest release May 07, 2019most recent commit 5 years agonpm zzl} Downloads
Openrl ⭐ 496
Unified Reinforcement Learning Framework
dependent packages 1total releases 23latest release October 27, 2023most recent commit 3 months agopypi openrl} 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 Pytorch 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
Openrl ⭐ 496
Unified Reinforcement Learning Framework
dependent packages 1total releases 23latest release October 27, 2023most recent commit 3 months agopypi openrl} 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
Nerorl ⭐ 17
Deep Reinforcement Learning Framework done with PyTorch
total releases 3latest release April 01, 2022most recent commit a year ago
Reinforcement ⭐ 9
Reinforcement learning modular with pytorch
total releases 2latest release January 16, 2021most recent commit 3 years ago
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