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sutton-book

Here are 11 public repositories matching this topic...

zeynepCankara / Cliff-Walking-Solution

Q-learning and SARSA algorithms from Sutton's Reinforcement Learning book.

reinforcement-learning qlearning sarsa sutton-book sutton-gridworld

Updated May 19, 2019
Python

raklokesh / ReinforcementLearning_Sutton-Barto_Solutions

Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto

reinforcement-learning qlearning mountain-car sarsa gradient-descent feature-engineering bandit-algorithm sutton-gambler sutton-book dynaq sutton-gridworld blackjack-montecarlo batch-update maximization-bias infinite-variance rl-sutton semi-gradient-sarsa short-corridor optimal-policy

Updated Jul 16, 2019
Python

ondrejbiza / bandits

Comparison of bandit algorithms from the Reinforcement Learning bible.

machine-learning reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-agent sutton-book

Updated Jun 6, 2018
Python

adik993 / reinforcement-learning-sutton

reinforcement-learning q-learning sarsa gridworld multi-armed-bandits random-walk racecar bandit-algorithm sutton-book td-lambda dyna-q cliffwalking

Updated Mar 4, 2020
Python

ondrejbiza / racetrack

An environment for tabular Reinforcement Learning agents.

machine-learning reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-agent sutton-book

Updated Jun 13, 2018
Python

ocraft / rl-sandbox

Selected algorithms and exercises from the book Sutton, R. S. & Barton, A.: Reinforcement Learning: An Introduction. 2nd Edition, MIT Press, Cambridge, 2018.

machine-learning reinforcement-learning ai artificial-intelligence sutton sutton-book

Updated Mar 23, 2019
Python

rldm / gym-walk

reinforcement-learning openai-gym random-walk sutton sutton-book

Updated Feb 17, 2018
Python

jamesliao2016 / sutton_Gambler

python code successfullly reproduce the Gambler problem, Figure 4.6 of Chapter 4 on Sutton's book, Sutton, R. S., & Barto, A. G. (1998). Reinforcement learning: An introduction (Vol. 1, No. 1). Cambridge: MIT press.

python reinforcement-learning dynamic-programming sutton-gambler sutton-book gambler-problem

Updated Dec 19, 2017
Python

GiacomoFerro / Bachelor-Thesis

My bachelor thesis in Bioinformatics

reinforcement-learning openai-gym reinforcement-learning-algorithms policy-iteration value-iteration verona openai-gym-environments sutton-book

Updated Oct 9, 2019
Python

PiDelena / multi-armed-bandits

Multi armed bandits code based on Sutton & Barto Reinforcement Learning Book

reinforcement-learning bandit-learning bandits reinforcement-learning-excercises bandit bandit-algorithms sutton-book sutton-barto-book sutton-barto

Updated Sep 26, 2026
Python

kkonevets / rl-snake

Some reinforcement learning algorithms to play snake game

reinforcement-learning snake-game sutton-book

Updated Jan 19, 2022
Python

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