Self-Driving Cars Around F1 Tracks Using AI

A self-driving AI car simulation using NeuroEvolution of Augmenting Topologies (NEAT) algorithm.

Installation

Use the package manager pip3 to install neat-python and pygame.

pip3 install neat-python
pip3 install pygame

Usage

An example usage is:

python3 play.py silverstone

You can change the configurations in config.txt to see if you can make create better models!

There are 8 F1 tracks:

1. Bahrain
2. Interlagos
3. Shanghai
4. Monza
5. Zandvoort
6. Spa
7. COTA
8. Silverstone

The tracks have been modified from the svgs from https://f1laps.gumroad.com/l/f1-track-vectors, and the project has been inspired by https://youtu.be/2o-jMhXmmxA?si=XuOJL1j5XHNsid49.