sutton-barto-book

There are 2 repositories under sutton-barto-book topic.

mtrazzi / rl-book-challenge
self-studying the Sutton & Barto the hard way
anki matplotlib reinforcement-learning rl-algorithms rl-book sutton-barto-book
Language:Python 190
habanoz / reinforcement-learning-an-introduction
Solutions to Sutton and Barto book exercises
reinforcement-learning sutton-barto-book
Language:TeX 53
linker81 / Reinforcement-Learning-CheatSheet
Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)
artificial-intelligence cheatsheet reinforcement-learning reinforcement-learning-algorithms reinforcementlearning rl sutton-barto-book
Language:TeX 46
alxthm / rl-cheatsheet
A summary of important concepts and algorithms in RL
rl reinforcement-learning cheatsheet awesome cheat-sheet deep-reinforcement-learning latex sutton-barto-book interview
Language:TeX 24
moripiri / Reinforcement-Learning-on-FrozenLake
Reinforcement Learning Algorithms in FrozenLake-v1
actor-critic dyna-q frozenlake frozenlake-v0 monte-carlo monte-carlo-control openai-gym policy-iteration q-learning reinforce reinforcement-learning reinforcement-learning-algorithms sarsa sarsa-lambda sutton-barto-book sutton-gridworld td-learning value-iteration
Language:Jupyter Notebook 19
epignatelli / reinforcement-learning-an-introduction
A python implementation of the concepts in the book "Reinforcement Learning: An Introduction" by R.S. Sutton and A. G. Barto.
reinforcement-learning reinforcement-learning-excercises reinforcement-learning-algorithms reinforcement-learning-tutorials sutton-barto-book dynamic-programming papers-with-code
Language:Jupyter Notebook 18
jekyllstein / Reinforcement-Learning-Sutton-Barto-Exercise-Solutions
Chapter notes and exercise solutions for Reinforcement Learning: An Introduction by Sutton and Barto
actor-critic-algorithm html-css-javascript julia julia-language latex machine-learning notebook pluto-notebooks probability-theory reactive reinforcement-learning statistics sutton-barto-book visualization
Language:HTML 14
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)
reinforcement-learning self-study machine-learning sutton-barto-book
Language:Python 7
gigatskhondia / reinforcement_learning
reinforcement learning algorithms, models and experiments
sutton-barto-book reinforcement-learning experiments
Language:Jupyter Notebook 3
pacalab / rl_sutton_barto
Reinforcement Learning (Sutton, Barto) - solved exercises
artificial-intelligence exercises-solutions machine-learning reinforcement-learning sutton-barto-book
Language:Jupyter Notebook 2
VachanVY / Reinforcement-Learning
|| Studying RL the hard way || Implementation of Important Algorithms in PyTorch from "Reinforcement Learning an Introduction" by Sutton and Barto along with RL papers
reinforcement-learning rl-book reinforcement-learning-an-introduction sutton-barto-book artificial-intelligence deep-reinforcement-learning pytorch actor-critic-algorithm actor-critic-pytorch dqn dqn-pytorch expected-sarsa policy-gradient policy-gradient-with-baseline qlearning qlearning-algorithm sarsa-algorithm
Language:Python 2
ashutoshtiwari13 / Demystifying-Deep-Reinforcement-Learning
⚡️ Code and Notes 📝 for Grokking Deep RL and RL: An Introduction by Sutton & Barto(2nd edition, 2018) 🤘
deep-reinforcement-learning reinforcement-learning-algorithms reinforcement-learning sutton-barto-book sutton-book monte-carlo-methods temporal-difference-algorithms grokking-algorithms deep-rl
Language:Jupyter Notebook 1
lrthomps / rl
implementations of RL algorithms from Sutton's textbook and various papers
python reinforcement-learning-algorithms sutton-barto-book
Language:Jupyter Notebook 1
MenesesGHZ / Snake3D
Recreation of the classic video-game "The Snake" into a 3D scenario. Implemented with Monte Carlo ES algorithm.
3d monte-carlo ai snake-game threejs scratch sutton-barto-book
Language:JavaScript 1
praatibhsurana / Reinforcement-Learning-Fundamentals
This repo consists of all the Python notebooks that are part of the Coursera specialization for Reinforcement Learning.
armed-bandit coursera reinforcement-learning sutton-barto-book
Language:Jupyter Notebook 1
WenjieZ / NARS
Not A Replication of Sutton
reinforcement-learning sutton-barto-book
Language:Jupyter Notebook 1
adityakuppa26 / Reinforcement-Learning
Implementations of RL Algos and solved exercises for Sutton&Barto RLAI
reinforcement-learning exercise-solutions sutton barto sutton-barto-book
Language:Jupyter Notebook 0
habanoz / rl-algo
Classic RL control algorithm implementations found in Sutton and Barto book.
reinforcement-learning reinforcement-learning-algorithms sutton-barto-book
Language:Python 0
cliff_walk
lcao300 / cliff_walk
simple cliff walk implementation
sutton-barto-book cliffwalking reinforcement-learning reinforcement-learning-algorithms sarsa artificial-intelligence matlab
Language:MATLAB 0
lukiwieser / racetrack
Train an AI to drive on a simple racetrack, by using reinforcement learning with Q-Learning and Monte Carlo. Inspired by Sutton and Barto's book.
game machine-learning monte-carlo python reinforcement-learning q-learning racetrack sutton-barto-book barto exercise-solutions sutton
Language:Jupyter Notebook 0
meysamalishahi / ReinforcementLearning
My own codes for exercises of the book by Sutton and Barto
reinforcement-learning coding sutton-barto-book solutions
Language:Jupyter Notebook 0
msoczi / RL_treasure_hunters
Own implementation of the Q-learning algorithm presented on the example of the "treasure hunter" game.
experiments q-learning q-learning-algorithm reinforcement-learning rl treasure-hunt sutton-barto-book
Language:Python 0
rey-allan / rl
:brain: Implementation of various Reinforcement Learning algorithms.
machine-learning reinforcement-learning reinforcement-learning-algorithms sutton-barto-book
Language:Python 0
alexlyzhov / sutton-barto
My take on some problems from "Reinforcement Learning: An Introduction" by Sutton & Barto
reinforcement-learning sutton-barto-book sutton-book
Language:Jupyter Notebook
fabie37 / Windy-Grid-World
Windy Grid World solution from sutton and bartos book.
reinforcement-learning sutton-barto-book
Language:Python
mlimbuu / rl-book-notes-and-code
self-studying the Sutton & Barto the hard way
reinforcement-learning reinforcement-learning-algorithms sutton-barto-book
Language:Python
yasserius / reinforcement_learning_sutton_barto
Some python implementations from the book, "Reinforcement Learning: An Introduction" by Andrew Barto and Richard S. Sutton.
reinforcement-learning sutton-barto-book python-implementations
Language:Jupyter Notebook

sutton-barto-book

mtrazzi / rl-book-challenge

habanoz / reinforcement-learning-an-introduction

linker81 / Reinforcement-Learning-CheatSheet

alxthm / rl-cheatsheet

moripiri / Reinforcement-Learning-on-FrozenLake

epignatelli / reinforcement-learning-an-introduction

jekyllstein / Reinforcement-Learning-Sutton-Barto-Exercise-Solutions

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

gigatskhondia / reinforcement_learning

pacalab / rl_sutton_barto

VachanVY / Reinforcement-Learning

ashutoshtiwari13 / Demystifying-Deep-Reinforcement-Learning

lrthomps / rl

MenesesGHZ / Snake3D

praatibhsurana / Reinforcement-Learning-Fundamentals

WenjieZ / NARS

adityakuppa26 / Reinforcement-Learning

habanoz / rl-algo

lcao300 / cliff_walk

lukiwieser / racetrack

meysamalishahi / ReinforcementLearning

msoczi / RL_treasure_hunters

rey-allan / rl

alexlyzhov / sutton-barto

fabie37 / Windy-Grid-World

mlimbuu / rl-book-notes-and-code

yasserius / reinforcement_learning_sutton_barto