toshNaik / NeuroevolutionSnake Public

Notifications You must be signed in to change notification settings
Fork 0
Star 5

This project uses neuro-evolution to train the snake game. The snake can 'see' in 8 directions i.e Distance to walls, food if any in (1 or 0), and self body part if present.

5 stars 0 forks Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
Past		Past
__pycache__		__pycache__
variables		variables
README.md		README.md
cube.py		cube.py
ga.py		ga.py
nn.py		nn.py
settings.py		settings.py
snake.py		snake.py
snake_class.py		snake_class.py
snake_gif.gif		snake_gif.gif
view_individuals.py		view_individuals.py

Repository files navigation

NeuroevolutionSnake

Uses neuroevolution (Neural networks + genetic algorithm)

One of the later generations' individual

This project uses neuro-evolution to train the snake game.

The snake can 'see' in 8 directions i.e Distance to walls, food if any in (1 or 0), and self body part if present.

About

This project uses neuro-evolution to train the snake game. The snake can 'see' in 8 directions i.e Distance to walls, food if any in (1 or 0), and self body part if present.

numpy genetic-algorithm neuroevolution pygame snake-game-python

Report repository

Releases

No releases published

Packages

No packages published

Languages

Python 100.0%