emirhanyener / supervised-learning-2d-game

artifical neural network (ann) supervised learning javascript library and 2d game example

Home Page:https://emirhanyener.github.io/supervised-learning-2d-game/

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supervised-learning-2d-game

Artifical Neural Network (ANN) Javascript library and 2D game example.

Features

  • 2D game example.
  • Visual neural network drawing.

About Game

  • Character can move up, down, right and left.
  • Character must move to the center of the secure area in time.

About Learning

Supervised learning: Targets are difference between secure area x position and character x position, and difference between secure area y position and character y position.

Inputs

  • character x position
  • secure area x position
  • character y position
  • secure area y position

Outputs

  • velocity x
  • velocity y

Images

Game

game

Character network visual drawing

network

LICENSE

MIT

About

artifical neural network (ann) supervised learning javascript library and 2d game example

https://emirhanyener.github.io/supervised-learning-2d-game/

License:MIT License


Languages

Language:JavaScript 91.5%Language:HTML 4.6%Language:CSS 3.9%