Neuroevoluted FlappyBird-playing agent

Watch the real time evolution of an Artificial Intelligence trying to survive the classic Flappy Bird game

Usage

In order to run this experiment no other external framework is required apart from the one in the repository itself.

Either download the repository as .zip and then launch the index.html file inside the decompressed folder

Or, git-clone this repository at https://github.com/LukeTheWalker/Flappy-Bird-AI.git

Example

Here below is a short video of a sample training

Training Options

Many variables may be changed in order to infuence the enviroment in which the AI will train.

All of them may be easily accesed through in the settings.js file, below the most importantant:

-birdSize influencing the size of bird, bigger birds will take more time to adapt since they will easily hit the pipes

-pipeSpacing which yields the same influence of birdSize

-pipeSize influencing the width of pipes

-spaceBetweenPipes changes the space between two different pipes

-popNum setting the number of individual created per generation

-worldSpeed changes the speed at which the worlds advances, easily editable through the slider in the bottom left corner

Thanks

This project was entirely possible thanks to the amazing ml5.js library

The inspiration for this project came from the video serie about flappy bird and neuroevolution by The Coding Train