AI Teaches itself to play a game

This post is all about teaching AI how to play a simple game which I built using pygame library. The game is, the ball should keep on rolling through the gap between the pipes, if the ball hits any of the pipe then we lose. As and when a ball successfully passes through the gap between the pipes, the score will be increased by 1. The Gif image above shows the training process of how neural network improves generation after generation and the progress status can be seen the in game window using the below three values. The complete code to build the game interface and the related files are in my Git repo.