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sutton

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zyxue / sutton-barto-rl-exercises

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

machine-learning reinforcement-learning supervised-learning unsupervised-learning sutton barto

Updated Jul 1, 2020
Jupyter Notebook

diegoalejogm / Reinforcement-Learning

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Implementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)

python reinforcement-learning algorithms jupyter-notebook reinforcement-learning-algorithms sutton barto-book

Updated May 3, 2020
Jupyter Notebook

iamhectorotero / rlai-exercises

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

python reinforcement-learning artificial-intelligence reinforcement-learning-excercises sutton barto

Updated Jul 17, 2020
Jupyter Notebook

alokwhitewolf / Reinforcement-Learning

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Implementation of various Reinforcement Learning Algorithms

python machine-learning reinforcement-learning machine-learning-algorithms reinforcement-learning-algorithms theory reinforcement-learning-excercises sutton reinforcement-agents explaination

Updated Jan 16, 2018
Jupyter Notebook

Xingtao / ReinforceLearningIntro

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Reinforcement Learning Introduction - Selected Exercise Solutions & Experiment Code

learning reinforcement-learning solutions code exercise reinforcement sutton

Updated Feb 18, 2019
Haskell

adrianshort / suttonelections

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Election results in the London Borough of Sutton.

ruby civictech static-site elections london sutton localgov

Updated Oct 29, 2019
Ruby

pcluteijn / MazeLearning

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Q-Learing algorithm solves simple mazes.

agent matlab maze q-learning artificial-intelligence discrete-mathematics reinforcement-learning-algorithms maze-generator learning-rate maze-solver reinforcedlearning prims-algorithm sutton barto reinforcement-learning-analysis reinforcement-learning-agent step-size discount-rate

Updated Sep 29, 2017
MATLAB

adliska / reinforcement_learning

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Code for the reading group on Sutton & Barto: Reinforcement Learning

reinforcement-learning sutton barto

Updated Jun 6, 2016
Jupyter Notebook

levimcclenny / Reinforcement_Learning

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Reinforcement Learning

reinforcement-learning jupyter-notebook markov-decision-processes multi-armed-bandit sutton barto barto-sutton

Updated Nov 30, 2017
Python

ocraft / rl-sandbox

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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

OsamaElHariri / Reinforcment-Learning-Sutton-and-Barto-Solution

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My solutions to Sutton and Barto's book 'Reinforcement Learning: An Introduction'

reinforcement-learning artificial-intelligence sutton barto

Updated Jun 10, 2017
Python

michaeltinsley / Gridworld-with-Q-Learning-Reinforcement-Learning-

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Jupyter notebook containing a solution to Sutton and Barto's gridworld problem with both a random agent and a Q-learning agent.

reinforcement-learning qlearning sutton barto gridwold

Updated Feb 23, 2018
Jupyter Notebook

rldm / gym-walk

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

Updated Feb 17, 2018
Python

samlanka / RL

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Bandits in Numpy

reinforcement-learning numpy sutton

Updated Jan 6, 2018
Python

MrShininnnnn / Temporal-Differences-Learning

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"Learning to Predict by the Methods of Temporal Differences" by Sutton, Richard S. (1988)

learning reinforcement-learning reinforcement richard sutton temporal-differences

Updated Jan 15, 2020
Jupyter Notebook

pkacprzak / sutton-barto-reinforcement-learning-exercises

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reinforcement-learning sutton

Updated Dec 9, 2018
Jupyter Notebook

Dany-L / Reinforcement-learning

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Reinforcement Learning Course from IPVS

reinforcement-learning rl sutton barto

Updated Jan 5, 2018
Python

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