/flappy-bird-clone-neat-ai

pygame

Primary LanguagePython

Flappy Bird Clone with NEAT AI 🐦🎮

This project is a Python-based Flappy Bird clone that utilizes the NeuroEvolution of Augmenting Topologies (NEAT) algorithm to train a computer to play the game. It's built using the Pygame library for game development and the NEAT Python library for implementing the NEAT algorithm.

Features 🌟

  • Classic Flappy Bird Gameplay 🎲: Navigate the bird through a series of pipes by jumping through the gaps.
  • AI Training 🧠: Uses the NEAT algorithm to evolve a neural network that learns to play the game over time.
  • Scoring System 📈: Keep track of how many pipes you've successfully navigated past.
  • Game Over and Restart 🔄: The game displays a "Game Over" screen and automatically restarts after a brief pause.

Requirements 📋

  • Python 3.x 🐍
  • Pygame 🕹️
  • NEAT-Python 🧬
  • os 🖥️
  • random 🔀

Ensure you have Python 3 installed on your machine. You can install the required Python libraries using pip: