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flappy-bird-ai's Introduction

Flappy-bird-with NEAT

This was a fun project for me. Here we create an AI which plays the game Flappy Bird.

Description

We firstly create the game with Pygame and then use the NEAT module to make the AI.

About Pygame

pygame is a Python wrapper for the SDL library, which stands for Simple DirectMedia Layer. SDL provides cross-platform access to your system’s underlying multimedia hardware components, such as sound, video, mouse, keyboard, and joystick. pygame started life as a replacement for the stalled PySDL project. The cross-platform nature of both SDL and pygame means you can write games and rich multimedia. Python programs for every platform that supports them!

About NEAT

NEAT (NeuroEvolution of Augmenting Topologies) is a method developed by Kenneth O. Stanley and Risto Miikkulainen for evolving arbitrary neuralnetworks.

This project is a Python implementation of NEAT with Pygame dependency.

For further information regarding general concepts and theory, please see NEAT Paper.

neat-python is licensed under the 3-clause BSD license.

Dependencies used:

  • Pygame
  • Random
  • Time
  • OS
  • NEAT

Flappy bird Images

The images needed for game's BackGround, Pipes, Base and different Bird positions are included in the img folder

Requirements :

- Pygame
- Neat

Just run the game and see flappy learn the game on it's own

flappy-bird-ai's People

Contributors

kkd1215 avatar

Watchers

James Cloos avatar  avatar

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