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The Top 23 Learning Rl Open Source Projects

Open source projects categorized as Learning 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
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
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
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
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
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
Awesome Deep Rl ⭐ 1,225
For deep RL and the future of AI.
most recent commit a year ago
Awesome Reinforcement Learning Zh ⭐ 1,175
中文整理的强化学习资料（Reinforcement Learning）
most recent commit 4 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
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
Pytorch Maml Rl ⭐ 645
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
most recent commit 2 years ago
Hanabi Learning Environment ⭐ 597
hanabi_learning_environment is a research platform for Hanabi experiments.
most recent commit a year ago
Rlzoo ⭐ 561
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
total releases 6most recent commit a year 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 16 days agopypi neptune-client} Downloads
Awesome Deep Rl ⭐ 477
A curated list of awesome Deep Reinforcement Learning resources.
most recent commit a year ago
Robotics Rl Srl ⭐ 455
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
most recent commit 3 years ago
The 7 Most Depended On 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 16 days agopypi neptune-client} 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 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
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 4latest release February 18, 2021most recent commit 9 months agopypi bsuite} Downloads
Nle ⭐ 915
The NetHack Learning Environment
dependent packages 1total releases 15latest release November 24, 2022most recent commit 3 months agopypi nle} 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
Anyrl Py ⭐ 146
A reinforcement learning framework
dependent packages 1total releases 93latest release December 26, 2018most recent commit 5 years agopypi anyrl} Downloads
The 10 Latest Releases In 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 16 days agopypi neptune-client} 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
Nle ⭐ 915
The NetHack Learning Environment
dependent packages 1total releases 15latest release November 24, 2022most recent commit 3 months agopypi nle} Downloads
Rl Plotter ⭐ 53
:sparkles: A plotter for reinforcement learning (RL)
total releases 18latest release December 08, 2021most recent commit 2 years ago
Dm_env ⭐ 271
A Python interface for reinforcement learning environments
total releases 3latest release July 12, 2021most recent commit a year ago
Tf2rl ⭐ 408
TensorFlow2 Reinforcement Learning
total releases 23latest release June 18, 2021most recent commit 2 years ago
Anyrl ⭐ 13
[Deprecated] APIs for Reinforcement Learning
latest release June 04, 2021most recent commit 6 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 4latest release February 18, 2021most recent commit 9 months agopypi bsuite} Downloads
Pylol ⭐ 13
League of Legends v4.20 RL Environment (LoLRLE)
total releases 1latest release December 25, 2020most recent commit 6 months ago
Rlzoo ⭐ 561
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
total releases 6latest release September 21, 2020most recent commit a year ago
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