Press Green Flag and watch. Use Turbo Mode to make it speed up (hold shift then press the green flag). Purpose: This is a test of a neural network I made along with a genetic algorithm to make an AI (black) that can move to a randomly selected point (red) using only up, down, left, and right as both inputs and outputs. I find that it does well past Generation 160. If allowed to progress for too long it will actually get worse.
I made all the code in this project. The idea of a neural network and genetic algorithm are nothing new. Feel free to remix but PLEASE give me credit if you do so.