https://github.com/freakwill/qlearning-matlab

implement Qlearning by Matlab
https://github.com/freakwill/qlearning-matlab

matlab qlearning

Last synced: about 2 months ago
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implement Qlearning by Matlab

• Host: GitHub
• URL: https://github.com/freakwill/qlearning-matlab
• Owner: Freakwill
• Created: 2018-06-27T12:54:53.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2019-10-18T13:32:42.000Z (over 6 years ago)
• Last Synced: 2025-10-25T01:43:36.200Z (8 months ago)
• Topics: matlab, qlearning
• Language: MATLAB
• Size: 39.1 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Qlearning-Matlab

Implement Q-learning by Matlab.

## +rl

`Env`: the base class of Environment

`Agent`: the base class of agents

`QAgent`: the base class of agents for Q-learning

Recommended to inherit from `QAgent`. See `MyQAgent` as an example.

## Example

maze.m

story: a robot with 10 power tries to find its heaven that is far from it. It has to get the resource first! Come bro! Here we go.

note: the dashline is the direction of moving.

![screenshot.png](/Users/william/Programming/myGithub/Qlearning-Matlab/screenshot.png)

## Lines

Tools for drawing.