https://github.com/cooldragon12/game-with-ai-using-neat

A Flappy Bird Clone added a AI using NEAT , The game have 3 modes.
https://github.com/cooldragon12/game-with-ai-using-neat

genetic-algorithm neat python

Last synced: 10 days ago
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A Flappy Bird Clone added a AI using NEAT , The game have 3 modes.

• Host: GitHub
• URL: https://github.com/cooldragon12/game-with-ai-using-neat
• Owner: cooldragon12
• License: mit
• Created: 2024-02-22T13:23:09.000Z (9 months ago)
• Default Branch: master
• Last Pushed: 2024-05-21T12:57:30.000Z (6 months ago)
• Last Synced: 2024-10-15T21:14:08.324Z (22 days ago)
• Topics: genetic-algorithm, neat, python
• Language: Python
• Homepage:
• Size: 7.38 MB
• Stars: 2
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Flappy Bird - A Flappy Bird Clone with a NEAT AI

This is a simple clone of the popular mobile game Flappy Bird, made using the Pygame library. The game is controlled by a NEAT AI, which is a genetic algorithm that evolves a population of neural networks to play the game.



    

    



## Installation

Execute the following command to install the required packages:

```bash

pip install -r requirements.txt

```

NOTE: Use a python virtual environment to avoid conflicts with other packages.

## Requirements

- Python 3.6 or higher

- Pygame 2.0.1 or higher

- NEAT-Python 0.92 or higher

- Tensorflow 2.16

## Usage

To run the game, execute the following command:

```bash

python main.py

```

## Folder Structure

### [assets/](assets/) Folder

Contains all the assets used in the game, such as images and sounds.

- [**character/**](assets/character/) - Contains the images of the characters divided by the name of the character as folder.

- [**map/**](assets/map/) - Contains the images of the maps divided by the name of the map as folder.

- [**menu/**](assets/menu/) - Contains the images of the menu divided by the name of the menu as folder.

- [**fonts/**](assets/fonts/) - Contains the fonts used in the game. We use **retrofix** font for the game.

### [flappy_bird/](flappy_bird/) Folder

Contains the objects used in the game. Includes the behavior of the bird, the pipes, and the base.

- [**abstracts.py**](flappy_bird/abstracts.py) - Contains the abstract classes for the game objects.

- [**characters.py**](flappy_bird/characters.py) - Contains the characters used in the game. This is where you configure the characters.

- [**objects.py**](flappy_bird/objects.py) - Contains the game objects, such as the character, the pipes, and the floor.

- [**maps.py**](flappy_bird/maps.py) - Contains the maps used in the game. This is where you configure the maps content.

### [game/](game/) Folder

Contains the main game loop and the game logic. Some of the configurations are also present in this folder.

It is divided into the following files:

- [**menu.py**](game/menu.py) - Contains the menu screen and character selection logic. Including holding the selection of the user.

- [**environment.py**](game/environment.py) - Contains the game environment and the game loop, including the handling of the map and character.

- [**modes.py**](game/modes.py) - Contains the game modes, such as the AI mode and the player mode.

## Main File

### [main.py](main.py)

Contains the driver code for the game. It initializes the game and runs the main game loop.

Note: Cchanges might be applied as we progress in the development of the game.