Flappy Bird

This is a simple demo that uses neuro-evolution to how to play Flappy Bird.

The genetic algorithm uses basic crossover and a mutation rate of 1%.

TensorFlow.js controls the NN:

• 2 inputs: How far away is the nearest pipe and what far off center
• 4 hidden neurons
• 1 output neuron: This controls the bird flapping

Demo

https://sergei202.com/flappy-bird/

You can also use the space bar to try to beat the network!

Run

• npm install
• npm start