https://github.com/masterodin/poker-bot

A 2 player poker bot who learns hand values based off playing against itself.
https://github.com/masterodin/poker-bot

Last synced: 27 days ago
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A 2 player poker bot who learns hand values based off playing against itself.

• Host: GitHub
• URL: https://github.com/masterodin/poker-bot
• Owner: MasterOdin
• Created: 2013-05-06T20:57:45.000Z (over 11 years ago)
• Default Branch: master
• Last Pushed: 2013-05-18T05:39:38.000Z (over 11 years ago)
• Last Synced: 2024-05-01T12:16:23.678Z (6 months ago)
• Language: Python
• Homepage:
• Size: 685 KB
• Stars: 3
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
poker-bot

=========

A 2 player poker bot who learns hand values based off playing against itself.

Written for CSC 370: Artificial Intelligence

All probabilities for specific hand strengths are saved in results/ for the different parts of the game

Currently, only a very simple betting policy is in place:

    if below .3 probability, check or fold

    if below .6 probability, check or call

    if above .6 probability, bet  

A more remarkable policy would be a future consideration

Files:  

./bot.py (logic beyond bot making an action)   

./card.py (basic card object for inserting into a deck)   

./game.py (main game logic. allows for playing through the game)   

./setup.py (logic behind setting up the bot and its data)   

./main.py (actual texas hold'em game)   

Currently, bet doesn't have any money attached to it

Bugs:

    Hand strength needs to be rewritten for all types of hands to better incorporate the idea of "almost a flush" and "almost a straight" as it might not actually match any of the other currently defined hand strengths and just be considered a "card high" which isn't exactly accurate. Additionally, a seperate case has to be written for pocket as there's a lot of variance in the two hands based on how high the two cards are, suit, etc. which the current code doesn't really account for. Look into what makes a hand strong or weak.

Final Report:

    A final report for the project is contained within the upload and can be seen at ./FINALREPORT.pdf