https://github.com/loopfz/lucki

Poker AI agent based on a neural network
https://github.com/loopfz/lucki

Last synced: 3 months ago
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Poker AI agent based on a neural network

• Host: GitHub
• URL: https://github.com/loopfz/lucki
• Owner: loopfz
• License: mit
• Created: 2013-08-16T09:29:04.000Z (over 11 years ago)
• Default Branch: master
• Last Pushed: 2013-08-27T09:26:55.000Z (over 11 years ago)
• Last Synced: 2023-05-07T08:06:45.745Z (over 1 year ago)
• Language: Java
• Size: 739 KB
• Stars: 6
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README
  • License: LICENSE.txt

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README

        
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| Written by Thomas Schaffer  in Java.             |

| Licensed under the MIT license.                                              |

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| Description                                                                  |

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Lucki is a Poker AI agent that I developed for my MSc dissertation.

It is based on some research by the Poker research group at the University

of Alberta, notably their bots Poki, Loki, etc.

The global architecture of the agent (hand weight tables for the opponents,

and an hand evaluator enumerating potential future draws and applying

those weights) is inspired by their published research and completely

reimplemented from scratch.

This project's contribution was to try and improve on the somewhat limited

Betting Strategy component by experimenting with neural networks trained

by a genetic algorithm.

This contains the agent, along with a complete framework for poker play

and AI agents so that it should be easy to implement other strategies

while benefiting from the existing hand evaluation / profiling components.