There is a detailed description over on my website!

Welcome to SnakeAI

Snake AI is a swift playground that contains a neural network built to play the classic game Snake

The neural network has no dependencies and is built in pure Swift 5 for fast and efficient training and inferencing. Can be trained AT RUNTIME in <1sec

How to Run:

1. Download/Clone repo
2. Open Main.playground in Xcode (Tested in v11.5)
3. Compile (May take time because of Swift type-checking)
4. Run

The repository includes:

A swift playground with the core Snake functionality

A custom 5x100x100x4 neural network that is trained at runtime

~30 mins of generated Snake gameplay as training data

Current High Score: 17

Todo:

• Add more training data

See More:

Some of the neural network included in SnakeAI draws from SwiftAI. Check out their repo here