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The Top 23 Rl Open Source Projects

Open source projects categorized as Rl
Reinforcement Learning ⭐ 19,193
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
total releases 1most recent commit 9 months ago
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
Spinningup ⭐ 9,367
An educational resource to help anyone learn deep reinforcement learning.
most recent commit 3 months ago
Awesome Rl ⭐ 8,195
Reinforcement learning resources curated
most recent commit a year ago
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
Practical_rl ⭐ 5,572
A course in reinforcement learning in the wild
most recent commit 4 months ago
Financial Machine Learning ⭐ 5,277
A curated list of practical financial machine learning tools and applications.
most recent commit 3 months ago
Elf ⭐ 3,345
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
most recent commit 5 years ago
Agents ⭐ 2,658
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
dependent packages 5total releases 49most recent commit 4 months agopypi tf-agents} Downloads
Deep Reinforcement Learning Hands On ⭐ 2,527
Hands-on Deep Reinforcement Learning, published by Packt
most recent commit a year ago
Rl Adventure ⭐ 2,450
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
most recent commit 2 years ago
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
Rl Stock ⭐ 2,419
📈 如何用深度强化学习自动炒股
most recent commit a year ago
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
Coach ⭐ 2,304
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
dependent packages 1total releases 13most recent commit a year agopypi rl-coach} Downloads
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
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
Introrl ⭐ 1,535
Intro to Reinforcement Learning (强化学习纲要）
most recent commit 4 years ago
Bsuite ⭐ 1,410
bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
dependent packages 3total releases 4most recent commit 9 months agopypi bsuite} Downloads
The 10 Most Depended On 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 16 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
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
Scala Inflector ⭐ 14
The Rails Inflector for Scala
dependent packages 8total releases 3latest release October 11, 2012most recent commit 6 years ago
Rl Js ⭐ 12
A reinforcement learning library for JavaScript.
dependent packages 6total releases 22latest release September 14, 2018most recent commit 5 years agonpm @rl-js/configuration} 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
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
The 10 Latest Releases In 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 16 days agopypi neptune-client} 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
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
Citylearn ⭐ 392
Official reinforcement learning environment for demand response and load shaping
total releases 43latest release November 12, 2023most recent commit 4 months ago
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
Mushroom Rl ⭐ 765
Python library for Reinforcement Learning.
dependent packages 4total releases 20latest release October 30, 2023most recent commit 2 months agopypi mushroom-rl} 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
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