Flappy-Bird-NEAT-Python

(30 seconds)

This is a clone of flappy bird game incorporated with NEAT(NeuroEvolution of Augmenting Topologies)-Python. The position of the bird, top pipe and bottom pipe are fed to NEAT-Python to create artificial neural networks and determine when to jump.

Built With

• NEAT-Python
• Pygame

Getting Started

Download this project and simply run FlappyBird.py file. config-feedforward.txt file can be modified to give different results.

Some Parameters to play around:

• pop-size The number of birds in each generation.
• bias_mutate_rate The probability that mutation will change the bias of a node by adding a random value
• bias_replace_rate The probability that mutation will replace the bias of a node with a newly chosen random value