Tic-Tac-Toe-Gym

This is the Tic-Tac-Toe game made with Python using the PyGame library and the Gym library to implement the AI. In this game you could play against the AI that I have created using the Gym libray and StableBaselines3

Little overview

Execute it in your editor

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Python 3.7 required

_(I hardly recommend the conda enviroment in order to run all the files)_

Use the package manager conda to install the same virtual environment that I used, this command will create a new virtual environment with the same libraries that I used:
The my_enviroment.yml is in this repo

conda env create -f my_environment.yml

Then to execute the app to:

python tictactoe.py

What files are in this repo?

In this repo you can find the following file:

• tictactoe.py: the main file made with Pygame that you need to execute it in order to play the game
• Tic_Tac_Toe_Gym.ipynb: the file that creates the IA for the oponent. You can execute this in Google Colab if you want
  
• model5millonesFinal.zip: the file that I import in tictactoe.py file; in this file is where I saved the AI

About the AI

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The AI for this game was created using Reinforcement Learning using the Gym Library and StableBaselines3. For this AI I specified all the tic-tac-toe rules and the model itself learnt the rules, after 5 millions steps.

Showcase

Example

License

MIT