Tic Tac Toe - a simple take on machine learning and Ai development

The game that learns

The game began as just the idea to create a simple algorithm that can iteratively improve, and the best environment for that seemed to be Tic Tac Toe as the rules are plain and evaluation is easy. A simple case for creating problem for a solution. Then I just wanted to create something unique and this is the result.

Types of Ai

There are three types of Ai to choose from, each with its unique characteristics:

Open source

The game is completely open source, code available at:

https://github.com/AnthonyP57/Tic-Tac-Toe---a-simple-take-on-machine-learning-an...

Disclaimers:

Learning functions have been disabled so as to make the game less demanding.

The game has been packed, not compiled which may cause a slow start and explains why a tic tac toe game is 182MB in size.

Supervised machine learning Ai can be slow as it is has a CPU-heavy logic.

Changing Ai mid-game may cause logic problems.