sutton-barto-book

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

mtrazzi / rl-book-challenge
self-studying the Sutton & Barto the hard way
reinforcement-learning rl-book anki rl-algorithms matplotlib sutton-barto-book
Language:Python 184
linker81 / Reinforcement-Learning-CheatSheet
Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)
reinforcement-learning reinforcementlearning cheatsheet sutton-barto-book rl artificial-intelligence reinforcement-learning-algorithms
Language:TeX 44
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 21
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 16
habanoz / reinforcement-learning-an-introduction
Solutions to Sutton and Barto book exercises
reinforcement-learning sutton-barto-book
Language:TeX 14
moripiri / Reinforcement-Learning-on-FrozenLake
Reinforcement Learning Algorithms in a simple Gridworld
frozenlake reinforcement-learning sutton-barto-book sutton-gridworld frozenlake-v0 openai-gym reinforcement-learning-algorithms actor-critic dyna-q monte-carlo monte-carlo-control policy-iteration q-learning reinforce sarsa sarsa-lambda td-learning value-iteration
Language:Jupyter Notebook 12
jekyllstein / Reinforcement-Learning-Sutton-Barto-Exercise-Solutions
Chapter notes and exercise solutions for Reinforcement Learning: An Introduction by Sutton and Barto
julia julia-language pluto-notebooks reinforcement-learning sutton-barto-book actor-critic-algorithm machine-learning notebook reactive visualization html-css-javascript latex probability-theory statistics
Language:HTML 10
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 5
gigatskhondia / reinforcement_learning
reinforcement learning algorithms, models and experiments
experiments reinforcement-learning sutton-barto-book
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
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.
reinforcement-learning coursera armed-bandit 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 sutton-barto-book treasure-hunt
Language:Python 0
rey-allan / rl
:brain: Implementation of various Reinforcement Learning algorithms.
reinforcement-learning sutton-barto-book machine-learning reinforcement-learning-algorithms
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
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

linker81 / Reinforcement-Learning-CheatSheet

alxthm / rl-cheatsheet

epignatelli / reinforcement-learning-an-introduction

habanoz / reinforcement-learning-an-introduction

moripiri / Reinforcement-Learning-on-FrozenLake

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

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

gigatskhondia / reinforcement_learning

pacalab / rl_sutton_barto

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

mlimbuu / rl-book-notes-and-code

yasserius / reinforcement_learning_sutton_barto