Popular GitHub Repositories for Barto Sutton

self-studying the Sutton & Barto the hard way

Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]

?Learning reinforcement learning by implementing the algorithms from reinforcement learning an introduction

Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)

A summary of important concepts and algorithms in RL

Sutton and Barto's RL Book Exercises in Jupiter Notebook (Python3)

REILLY is a Reinforcement Learning Library based on "Reinforcement Learning - An Introduction (second edition)" written by Sutton & Barto, developed with love by a foolish couple of computer scientists.

Implementations and write-ups for all programming exercises in RL: An Introduction 2nd edition by Sutton and Barto

the problem Jack's Car Rental in《Reinforcement Learning: An Introduction》 by Sutton

Notes on several Reinforcement Learning topics. Based on Sutton and Barto book and MOOC courses

Programming exercises solutions for Sutton and Barto's Reinforcement Learning: An introduction

Own implementation of the Q-learning algorithm presented on the example of the "treasure hunter" game.

A curated collection of papers combining Self-Supervised Learning (SSL) with Reinforcement Learning (RL) in the context of Large Language Models (LLMs), toward autonomous agents in the Era of Experience. Inspired by “Welcome to the Era of Experience” (Silver & Sutton, 2025).