https://github.com/zyxue/sutton-barto-rl-exercises

📖Learning reinforcement learning by implementing the algorithms from reinforcement learning an introduction
https://github.com/zyxue/sutton-barto-rl-exercises

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

Last synced: 13 days ago
JSON representation

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

• Host: GitHub
• URL: https://github.com/zyxue/sutton-barto-rl-exercises
• Owner: zyxue
• Created: 2016-10-12T05:23:29.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2024-07-15T17:49:48.000Z (4 months ago)
• Last Synced: 2024-07-15T21:54:13.293Z (4 months ago)
• Topics: barto, machine-learning, reinforcement-learning, supervised-learning, sutton, unsupervised-learning
• Language: Jupyter Notebook
• Homepage:
• Size: 74.1 MB
• Stars: 83
• Watchers: 5
• Forks: 28
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
This repo originally intended to host my answers to the exercies for the

book by Sutton & Barton, Reinforcement Learning: An Introduction

A free pdf can be

found [here](http://people.inf.elte.hu/lorincz/Files/RL_2006/SuttonBook.pdf)

But now it has become more like a place for my own notes on anything related to ML/stats.

Note: if you find the formatting some notebooks (esp. with many equations)

doesn't look good on github,, try visualize them on

http://nbviewer.jupyter.org/github/zyxue/sutton-barto-rl-exercises/tree/master/.