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sutton-book

Here are 18 public repositories matching this topic...

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

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

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

cocolico14 / RL-Sutton-Barto-Exercises

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

reinforcement-learning jupyter-notebook python3 reinforcement-learning-algorithms rl reinforcement-learning-excercises reinforcement-learning-agent barto-sutton sutton-book

Updated Jun 1, 2019
Jupyter Notebook

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

valdezf10 / UCD-Deep-Reinforcement-Learning-Journal-Club

UC Davis Deep Reinforcement Learning Journal Club

python journal reinforcement-learning matlab reinforcement-learning-algorithms reinforcement-learning-excercises ucdavis sutton-book

Updated Feb 21, 2020
MATLAB

amirhossein-hkh / sutton_rl_practice

jupyter notebook (python code) for sutton book

reinforcement-learning reinforcement-learning-algorithms jupyter-notebooks sutton-book rl-code python-rl

Updated Sep 15, 2018
Jupyter Notebook

rldm / gym-walk

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

Updated Feb 17, 2018
Python

ashutoshtiwari13 / Demystifying-Deep-Reinforcement-Learning

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

reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms grokking-algorithms monte-carlo-methods deep-rl sutton-book temporal-difference-algorithms sutton-barto-book

Updated Jul 25, 2020
Jupyter Notebook

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

prasad-madhale / Project-RL

Implementations of standard RL problems and algorithms

reinforcement-learning openai-gym python3 reinforcement-learning-algorithms sutton-book

Updated Dec 30, 2018
Jupyter Notebook

kkonevets / rl-snake

Some reinforcement learning algorithms to play snake game

reinforcement-learning snake-game sutton-book

Updated Jan 19, 2022
Python

nopperl / rl-exercises

Solutions of exercises in Sutton, Barto (2018)

reinforcement-learning sutton-book

Updated Oct 11, 2020
Jupyter Notebook

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

pchandra90 / deep_rl_udacity

Exercise and assignments of Deep Reinforcement Learning Nanodegree Program offered by Udacity

machine-learning reinforcement-learning machine-learning-algorithms deep-reinforcement-learning q-learning python3 udacity-nanodegree function-approximation expected-sarsa temporal-differencing-learning sarsa-learning sutton-gambler sutton-book sutton-gridworld

Updated Mar 3, 2019
Jupyter Notebook

alexlyzhov / sutton-barto

My take on some problems from "Reinforcement Learning: An Introduction" by Sutton & Barto

reinforcement-learning sutton-book sutton-barto-book

Updated Jan 15, 2022
Jupyter Notebook

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