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sutton-barto-book

Here are 9 public repositories matching this topic...

VachanVY / Reinforcement-Learning

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

reinforcement-learning deep-reinforcement-learning pytorch artificial-intelligence dqn policy-gradient deep-deterministic-policy-gradient ddpg-algorithm proximal-policy-optimization actor-critic-algorithm dqn-pytorch rl-book sutton-barto-book policy-gradient-with-baseline actor-critic-pytorch soft-actor-critic-continuous ppo-algorithm reinforcement-learning-an-introduction

Updated Aug 14, 2025
Python

mtrazzi / rl-book-challenge

self-studying the Sutton & Barto the hard way

reinforcement-learning matplotlib anki rl-algorithms rl-book sutton-barto-book

Updated Nov 27, 2021
Python

cemkaraoguz / reinforcement-learning-an-introduction-second-edition

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

machine-learning reinforcement-learning self-study sutton-barto-book

Updated Jan 15, 2021
Python

habanoz / rl-algo

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

reinforcement-learning reinforcement-learning-algorithms sutton-barto-book

Updated Dec 19, 2022
Python

rey-allan / rl

🧠 Implementation of various Reinforcement Learning algorithms.

machine-learning reinforcement-learning reinforcement-learning-algorithms sutton-barto-book

Updated Sep 27, 2022
Python

msoczi / RL_treasure_hunters

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

reinforcement-learning q-learning rl experiments treasure-hunt q-learning-algorithm sutton-barto-book

Updated Aug 16, 2022
Python

fabie37 / Windy-Grid-World

Windy Grid World solution from sutton and bartos book.

reinforcement-learning sutton-barto-book

Updated Oct 2, 2024
Python

wangychn / CartPole-DQN

This project implements a reinforcement learning solution for the classic Cart-Pole problem presented by Barto, Sutton, and Anderson, in which a pole is attached by an joint to a cart, which moves along a frictionless track. The pendulum starts upright and the goal is to balance the pole by applying forces in the left and right direction.

machine-learning reinforcement-learning sutton-barto-book

Updated May 20, 2025
Python

mlimbuu / rl-book-notes-and-code

self-studying the Sutton & Barto the hard way

reinforcement-learning reinforcement-learning-algorithms sutton-barto-book

Updated Nov 27, 2021
Python

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