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.vscode
.vscode
 
 
gui
gui
 
 
notebook
notebook
 
 
.editorconfig
.editorconfig
 
 
.gitignore
.gitignore
 
 
.prettierrc
.prettierrc
 
 
AppRun.bat
AppRun.bat
 
 
GameRecords.sqlite3
GameRecords.sqlite3
 
 
LICENSE
LICENSE
 
 
MLPlayer.py
MLPlayer.py
 
 
README.md
README.md
 
 
Tic-Tac-Toe-LG.joblib.dat
Tic-Tac-Toe-LG.joblib.dat
 
 
dataPreparator.py
dataPreparator.py
 
 
icon.ico
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icon.png
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main.py
main.py
 
 
requirements.txt
requirements.txt
 
 
tic-tac-toe.joblib.dat
tic-tac-toe.joblib.dat
 
 

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Play Tic-Tac-Toe using Supervised Machine Learning

The goal of this project is to build an intelligent AI agent, powered with state of the art machine learning method that can play Tic Tac Toe (Noughts and Crosses) smartly against human opponents. A updated version of this work is published as a IEEE Conference paper here: https://ieeexplore.ieee.org/abstract/document/9666728

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