https://github.com/zyxue/sutton-barto-rl-exercises
đŸ“–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: 11 months ago
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đŸ“–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 (over 9 years ago)
- Default Branch: master
- Last Pushed: 2024-07-15T17:49:48.000Z (almost 2 years ago)
- Last Synced: 2025-04-04T10:26:23.291Z (about 1 year ago)
- Topics: barto, machine-learning, reinforcement-learning, supervised-learning, sutton, unsupervised-learning
- Language: Jupyter Notebook
- Homepage:
- Size: 74.1 MB
- Stars: 82
- Watchers: 4
- Forks: 29
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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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/.