Flappy Bird AI using NEAT and Genetic Algorithms

This project is an implementation of the popular game Flappy Bird, with a twist. Instead of being controlled by a human, the bird is controlled by an AI. The AI uses a combination of the NeuroEvolution of Augmenting Topologies (NEAT) algorithm and genetic algorithms to learn how to play the game.

Getting Started

These instructions will get you a copy of the project up and running on your local machine.

Prerequisites

Python
PyGame
N.E.A.T

Installing

A step by step series of examples that tell you how to get a development environment running:

Clone the repo: git clone https://github.com/jairajmahadev/FlappyBird-Ai-N.E.A.T.git
Navigate into the directory: cd FlappyBird-Ai-N.E.A.T-main
Install the requirements: pip install -r requirements.txt
Run the game: python flappy_genetic.py

Built With

Python - The programming language used
NEAT-Python - The library used for implementing the NEAT algorithm
Pygame - The library used for creating the game

Acknowledgments