self-studying the Sutton & Barto the hard way

PyTorch implementations of algorithms from "Reinforcement Learning: An Introduction by Sutton and Barto", along with various RL research papers.

Solutions to Sutton and Barto book exercises

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

A summary of important concepts and algorithms in RL

Reinforcement Learning Algorithms in FrozenLake-v1

Chapter notes and exercise solutions for Reinforcement Learning: An Introduction by Sutton and Barto

A python implementation of the concepts in the book "Reinforcement Learning: An Introduction" by R.S. Sutton and A. G. Barto.

Python implementation of RL algorithms presented in Richard Sutton and Andrew Barto's book Reinforcement Learning: An Introduction (second edtion)

Reinforcement learning algorithms, models and experiments.

Reinforcement Learning (Sutton, Barto) - solved exercises

This repo consists of all the Python notebooks that are part of the Coursera specialization for Reinforcement Learning.

Classic RL control algorithm implementations found in Sutton and Barto book.

Recreation of the classic video-game "The Snake" into a 3D scenario. Implemented with Monte Carlo ES algorithm.

Not A Replication of Sutton

implementations of RL algorithms from Sutton's textbook and various papers

⚡️ Code and Notes 📝 for Grokking Deep RL and RL: An Introduction by Sutton & Barto(2nd edition, 2018) 🤘

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

Implementations of RL Algos and solved exercises for Sutton&Barto RLAI

simple cliff walk implementation