I made this game in 2018. Took me over 12 hours to do it. But it was fun. It was my first experience with PyGame so took me a bit to understand how it worked.

• Goal of the game is to put three of your pieces on the board to form a line

• White and Black take turns. Whoever forms a line first wins.

• There are 24 available spots and 18 possible winning lines

• Game is not timed, although I'm outputting it.

• You can play against the computer

• Colors are randomly assigned to the player and computer at the beginning of each round

• Utilized reinforcement learning to train the computer

• Ran training for around 20 mins which captured around 2% of possible board variations

• Game will always play best moves when there are obvious winning or loosing scenarios

• Code available here: https://github.com/manimarashi/projects/tree/main/AdvancedXO