https://github.com/talhaahussain/flappy-bird-neat

An implementation of Flappy Bird by Dong Nguyen (2013) in Python, as well as a NEAT (NeuroEvolution of Augmenting Topologies) genetic algorithm to learn and play the game.
https://github.com/talhaahussain/flappy-bird-neat

evolutionary-algorithms flappy-bird neat-python pygame

Last synced: 5 days ago
JSON representation

An implementation of Flappy Bird by Dong Nguyen (2013) in Python, as well as a NEAT (NeuroEvolution of Augmenting Topologies) genetic algorithm to learn and play the game.

• Host: GitHub
• URL: https://github.com/talhaahussain/flappy-bird-neat
• Owner: talhaahussain
• License: mit
• Created: 2023-07-03T18:39:20.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-06-13T16:51:20.000Z (5 months ago)
• Last Synced: 2024-06-13T20:06:24.216Z (5 months ago)
• Topics: evolutionary-algorithms, flappy-bird, neat-python, pygame
• Language: Python
• Homepage:
• Size: 30.3 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Flappy-Bird-NEAT

An implementation of Flappy Bird by Dong Nguyen (2013) in Pygame, as well as a NEAT (NeuroEvolution of Augmenting Topologies) genetic algorithm to learn and play the game. Written in Python. Inspired by Tech With Tim's YouTube series - see [here](https://youtube.com/playlist?list=PLzMcBGfZo4-lwGZWXz5Qgta_YNX3_vLS2&feature=shared).

### Prerequisites

Prerequisites are viewable in `requirements.txt`.

### Installation

Clone with:

```shell

git clone https://github.com/talhaahussain/Flappy-Bird-NEAT.git fp-neat

cd fp-neat/

```

Install prerequisites with:

```shell

pip install -r requirements.txt

```

### Configuration

The NEAT algorithm can be configured using `config_feedforward.txt`. More information on how to do this can be seen [here](https://neat-python.readthedocs.io/en/latest/index.html), at NEAT-Python’s documentation.

### Usage

Run with:

```shell

python flappy_bird.py

```

### See also

[Donkey-Kong-NEAT](https://github.com/talhaahussain/Donkey-Kong-NEAT)