Snake Neural Network

Neuroevolution of Neural Network of snakes in the Browser.

This is a demonstration of evolving a neural network thanks to genetics algorithms in the browser using a multilayer perceptron (150-15-15-1).

Each snake has 50 sensors, each reporting 3 inputs:

1. The distance the sensor has hit something normalized between 0 and 1
2. 1 if this sensor touched the enemy body
3. 1 if this sensor touched the enemy body

Install

• Note: requires a node version >= 6 and an npm version >= 3.

And then install dependencies.

$ cd your-project-name && npm install

💡 you will need to run npm run build for publishing like for heroku

Run

$ node server.js

Then head to localhost:8080 in the browser.

Testing

$ npm run test