Tic Tac Toe Project

This is a project we worked on for the university of Vic. We created our own dataset of hundred thousand gameplays of tic-tac-toe played randomly, and we tried to train an IA based on this dataset in order to obtain better result.

Table of Contents

• Features
• Installation
• Usage
• Contributing
• License

Features

This repository contains the following files:

• requirements.txt: File containing dependencies needed for the project.
• main.py: Launch an manage all the other files
• generative_with_the_plate.py: Generate a dataset of tic-tac-toe gameplays of two computer playing randomly.
• results.py: Show some results obtained after the IA gameplays.
• test_entier.py: Training of tha IA and creation of a new dataset based on a gameplay between IA and a computer playing randomly
• want_win.py: getting a new dataset from generative_with_the_plate.py but contening only wins to train the IA

Installation

# Clone the repository
git clone https://github.com/Artiens/Tic-Tac-Toe_Project.git

# Change directory
cd Tic-Tac-Toe_Project

# Install dependencies
npm install