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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.

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toshNaik/NeuroevolutionSnake

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__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

 
 

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NeuroevolutionSnake

Uses neuroevolution (Neural networks + genetic algorithm)

One of the later generations' individual

Demo

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.

Topics

numpy genetic-algorithm neuroevolution pygame snake-game-python

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