https://github.com/lovi-0/flippy-bird

Flappy Bird Game with AI
https://github.com/lovi-0/flippy-bird

deep-neural-networks flappy-bird game neat-algorithm neat-python python

Last synced: 4 days ago
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Flappy Bird Game with AI

• Host: GitHub
• URL: https://github.com/lovi-0/flippy-bird
• Owner: Lovi-0
• License: mit
• Created: 2024-06-23T15:34:35.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-11-18T15:40:56.000Z (2 months ago)
• Last Synced: 2024-11-27T22:19:11.135Z (2 months ago)
• Topics: deep-neural-networks, flappy-bird, game, neat-algorithm, neat-python, python
• Language: Python
• Homepage:
• Size: 253 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.MD
  • License: LICENSE

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README

        
# Flappy Bird Game with AI



## Description

This project features a Flappy Bird game implemented in Python using Pygame. It offers two modes of play:

- **Single Player Mode**: Controlled by a human player.

- **AI Mode**: Controlled by a neural network using the NEAT (NeuroEvolution of Augmenting Topologies) algorithm.

## Files

1. **`run.py`**: This file allows you to play the game in single-player mode.

2. **`run_ai.py`**: This file allows the NEAT AI to play the game.

## Requirements

To run this project, you'll need the following Python packages:

- `pygame`: For the game interface.

- `neat-python`: For the NEAT algorithm implementation.

You can install these packages using the following command:

```bash

pip install -r requirements.txt

```

## How to Run

Single Player Mode

To play the game in single-player mode, run the following command:

```bash

pip install run.py

```

AI Mode

To watch the NEAT AI play the game, run the following command:

```bash

pip install run_ai.py

```

The AI will start learning to play the game using the NEAT algorithm. You can observe the evolution process and how the AI improves over generations.