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The Top 23 Machine Learning Rl Open Source Projects

Open source projects categorized as Machine Learning Rl
Categories > Machine Learning > Machine Learning
Dopamine ⭐ 10,248
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
dependent packages 5total releases 44most recent commit 5 months agopypi dopamine-rl} Downloads
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
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
Papers Literature Ml Dl Rl Ai ⭐ 1,798
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
most recent commit a year ago
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
Smac ⭐ 881
SMAC: The StarCraft Multi-Agent Challenge
most recent commit 8 months ago
Rliable ⭐ 588
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
dependent packages 5total releases 9most recent commit a year agopypi rliable} 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 4 months ago
Awesome Monte Carlo Tree Search Papers ⭐ 537
A curated list of Monte Carlo tree search papers with implementations.
most recent commit 10 months ago
Neptune Client ⭐ 518
📘 The MLOps stack component for experiment tracking
dependent packages 43total releases 197most recent commit 17 days agopypi neptune-client} Downloads
Recsim ⭐ 454
A Configurable Recommender Systems Simulation Platform
total releases 13most recent commit 3 years ago
Real Time Ml Project ⭐ 437
A curated list of applied machine learning and data science notebooks and libraries across different industries.
most recent commit 4 months 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
Irl Imitation ⭐ 412
Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
most recent commit 2 years 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
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 4 years ago
Reinforcement_learning_tutorial_with_demo ⭐ 357
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
most recent commit 5 years ago
Dm_env ⭐ 271
A Python interface for reinforcement learning environments
total releases 3most recent commit a year 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
Gymfc ⭐ 242
A universal flight control tuning framework
most recent commit 3 years ago
The 10 Most Depended On Machine Learning 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
Neptune Client ⭐ 518
📘 The MLOps stack component for experiment tracking
dependent packages 43total releases 197latest release December 07, 2023most recent commit 17 days agopypi neptune-client} 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
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
Rliable ⭐ 588
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
dependent packages 5total releases 9latest release June 22, 2022most recent commit a year agopypi rliable} Downloads
Dopamine ⭐ 10,248
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
dependent packages 5total releases 44latest release September 21, 2022most recent commit 5 months agopypi dopamine-rl} Downloads
Neo ⭐ 6
Python interface for the Neodroid platform 💻
dependent packages 4total releases 101latest release June 06, 2020most recent commit 2 years agopypi Neodroid} 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
Rsrl ⭐ 76
A fast, safe and easy to use reinforcement learning framework in Rust.
dependent packages 1total releases 2latest release June 14, 2020most recent commit 4 years agocargo rsrl_domains} Downloads
The 10 Latest Releases In Machine Learning Rl Open Source Projects
Neptune Client ⭐ 518
📘 The MLOps stack component for experiment tracking
dependent packages 43total releases 197latest release December 07, 2023most recent commit 17 days agopypi neptune-client} 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
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
Jsbgym ⭐ 11
An JSBSim environment for reinforcement learning, original from https://github.com/Gor-Ren/gym-jsbsim
total releases 7latest release August 06, 2023most recent commit 4 months ago
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
Dopamine ⭐ 10,248
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
dependent packages 5total releases 44latest release September 21, 2022most recent commit 5 months agopypi dopamine-rl} Downloads
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