Topic: "sutton-barto-book"
mtrazzi/rl-book-challenge
self-studying the Sutton & Barto the hard way
Language: Python - Size: 13.6 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 195 - Forks: 32
VachanVY/Reinforcement-Learning
PyTorch implementations of algorithms from "Reinforcement Learning: An Introduction by Sutton and Barto", along with various RL research papers.
Language: Python - Size: 50 MB - Last synced at: 13 days ago - Pushed at: 22 days ago - Stars: 128 - Forks: 9
linker81/Reinforcement-Learning-CheatSheet
Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)
Language: TeX - Size: 2.11 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 32 - Forks: 3
alxthm/rl-cheatsheet
A summary of important concepts and algorithms in RL
Language: TeX - Size: 11.2 MB - Last synced at: 21 days ago - Pushed at: about 3 years ago - Stars: 29 - Forks: 3
moripiri/Reinforcement-Learning-on-FrozenLake
Reinforcement Learning Algorithms in FrozenLake-v1
Language: Jupyter Notebook - Size: 19.8 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 22 - Forks: 2
jekyllstein/Reinforcement-Learning-Sutton-Barto-Exercise-Solutions
Chapter notes and exercise solutions for Reinforcement Learning: An Introduction by Sutton and Barto
Language: Julia - Size: 99.6 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 20 - Forks: 6
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.
Language: Jupyter Notebook - Size: 706 KB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 18 - Forks: 8
habanoz/reinforcement-learning-an-introduction
Solutions to Sutton and Barto book exercises
Language: TeX - Size: 15 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 2
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)
Language: Python - Size: 3.37 MB - Last synced at: 19 days ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 1
gigatskhondia/reinforcement_learning
Reinforcement learning algorithms, models and experiments.
Language: Jupyter Notebook - Size: 1.24 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0
pacalab/rl_sutton_barto
Reinforcement Learning (Sutton, Barto) - solved exercises
Language: Jupyter Notebook - Size: 1.52 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 1
lrthomps/rl
implementations of RL algorithms from Sutton's textbook and various papers
Language: Jupyter Notebook - Size: 9.27 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
MenesesGHZ/Snake3D
Recreation of the classic video-game "The Snake" into a 3D scenario. Implemented with Monte Carlo ES algorithm.
Language: JavaScript - Size: 4.7 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
WenjieZ/NARS
Not A Replication of Sutton
Language: Jupyter Notebook - Size: 8.1 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0
praatibhsurana/Reinforcement-Learning-Fundamentals
This repo consists of all the Python notebooks that are part of the Coursera specialization for Reinforcement Learning.
Language: Jupyter Notebook - Size: 571 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0
ashutoshtiwari13/Demystifying-Deep-Reinforcement-Learning
⚡️ Code and Notes 📝 for Grokking Deep RL and RL: An Introduction by Sutton & Barto(2nd edition, 2018) 🤘
Language: Jupyter Notebook - Size: 73.3 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1
pfwscn/ReinforcementLearning
Working my way through RL
Size: 4.84 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 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.
Language: Jupyter Notebook - Size: 5.79 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
habanoz/rl-algo
Classic RL control algorithm implementations found in Sutton and Barto book.
Language: Python - Size: 5.58 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1
rey-allan/rl
:brain: Implementation of various Reinforcement Learning algorithms.
Language: Python - Size: 1.16 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
msoczi/RL_treasure_hunters
Own implementation of the Q-learning algorithm presented on the example of the "treasure hunter" game.
Language: Python - Size: 244 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
adityakuppa26/Reinforcement-Learning
Implementations of RL Algos and solved exercises for Sutton&Barto RLAI
Language: Jupyter Notebook - Size: 3.85 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
meysamalishahi/ReinforcementLearning
My own codes for exercises of the book by Sutton and Barto
Language: Jupyter Notebook - Size: 5.32 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
yasserius/reinforcement_learning_sutton_barto
Some python implementations from the book, "Reinforcement Learning: An Introduction" by Andrew Barto and Richard S. Sutton.
Language: Jupyter Notebook - Size: 802 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
