hands-on-rl

araffin/rl-tutorial-jnrr19620

RL Tutorial

A tutorial project providing an introduction to reinforcement learning with Stable Baselines3

matyama/deep-rl-hands-on2

Reinforcement learning examples

A collection of examples and exercises from a deep reinforcement learning book

jjkke88/rl_toolbox43

RL Toolbox

A collection of reinforcement learning algorithms and tools for training agents in complex environments.

takuseno/d3rlpy1.3K

RL library

An open-source deep reinforcement learning library that supports offline and online training, providing an intuitive API for practitioners and researchers.

alex-petrenko/sample-factory839

RL library

A high-throughput reinforcement learning library with optimized synchronous and asynchronous implementations of policy gradients.

rl-tools/rl-tools680

RL framework

An open-source C++ library for training reinforcement learning policies and controlling continuous-control environments.

luchris429/purejaxrl755

RL framework

A high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality

matthiasplappert/keras-rl8

RL framework

A Python library implementing state-of-the-art deep reinforcement learning algorithms for Keras and OpenAI Gym environments.

shanky-21/machine_learning29

Machine Learning Tutorials

A collection of machine learning techniques taught through interactive Jupyter Notebooks

toni-sm/skrl588

RL library

A modular reinforcement learning library with support for various environments and frameworks

google-research/deep_ope85

RL benchmarks

Provides benchmarking policies and datasets for offline reinforcement learning

rlworkgroup/garage1.9K

RL toolkit

A toolkit for developing and evaluating reinforcement learning algorithms in a reproducible manner

juliareinforcementlearning/reinforcementlearninganintroduction.jl309

Learning platform

Provides Julia code to generate figures and examples for an introductory reinforcement learning book

mushroomrl/mushroom-rl824

RL library

A Python library for reinforcement learning algorithms and environments.

learnbyexample/perl_intro46

Perl tutorial

A tutorial course teaching Perl programming to VLSI engineers through examples and practical exercises.