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The Top 23 Python Pytorch Rl Open Source Projects

Open source projects categorized as Python Pytorch Rl
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
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33most recent commit 3 months agopypi tianshou} Downloads
Alphazero_gomoku ⭐ 2,427
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
most recent commit 3 years ago
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
Muzero General ⭐ 2,203
MuZero
most recent commit 8 months ago
Garage ⭐ 1,677
A toolkit for reproducible reinforcement learning research.
dependent packages 2total releases 21most recent commit a year agopypi garage} Downloads
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42most recent commit 3 months agopypi torchrl} Downloads
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
D3rlpy ⭐ 1,149
An offline deep reinforcement learning library
dependent packages 4total releases 28most recent commit 3 months agopypi d3rlpy} Downloads
Pytorch Maml Rl ⭐ 645
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
most recent commit 2 years ago
Rl Starter Files ⭐ 571
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
most recent commit 6 months ago
Torchbeast ⭐ 560
A PyTorch Platform for Distributed RL
most recent commit 3 years ago
Robotics Rl Srl ⭐ 455
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
most recent commit 3 years ago
Ppo For Beginners ⭐ 427
A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-w
most recent commit 8 months ago
Papers In 100 Lines Of Code ⭐ 395
Implementation of papers in 100 lines of code.
most recent commit 6 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
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 4 years ago
Pytorch Rl ⭐ 356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
total releases 2most recent commit 5 years ago
Machine Learning Is All You Need ⭐ 337
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
most recent commit 8 months ago
Recnn ⭐ 313
Reinforced Recommendation toolkit build around pytorch 1.7
most recent commit 3 years ago
Lets Do Irl ⭐ 269
Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
most recent commit 3 years ago
The 8 Most Depended On Python Pytorch Rl 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
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33latest release August 22, 2023most recent commit 3 months agopypi tianshou} Downloads
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42latest release October 25, 2023most recent commit 3 months agopypi torchrl} Downloads
D3rlpy ⭐ 1,149
An offline deep reinforcement learning library
dependent packages 4total releases 28latest release December 02, 2023most recent commit 3 months agopypi d3rlpy} Downloads
Garage ⭐ 1,677
A toolkit for reproducible reinforcement learning research.
dependent packages 2total releases 21latest release March 23, 2021most recent commit a year agopypi garage} 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 Python Pytorch Rl Open Source Projects
D3rlpy ⭐ 1,149
An offline deep reinforcement learning library
dependent packages 4total releases 28latest release December 02, 2023most recent commit 3 months agopypi d3rlpy} 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
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
Rl ⭐ 1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
dependent packages 5total releases 42latest release October 25, 2023most recent commit 3 months agopypi torchrl} Downloads
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33latest release August 22, 2023most recent commit 3 months agopypi tianshou} 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
Rl Plotter ⭐ 53
:sparkles: A plotter for reinforcement learning (RL)
total releases 18latest release December 08, 2021most recent commit 2 years ago
Torch Discounted Cumsum ⭐ 44
Fast Discounted Cumulative Sums in PyTorch
total releases 4latest release August 28, 2021most recent commit 3 years ago
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