https://github.com/tearth/neural-snake

Simple experiment on neural networks playing Snake game based on evolutionary algorithms.
https://github.com/tearth/neural-snake

aforge aforge-net csharp dotnet neural-network neural-networks

Last synced: 29 days ago
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Simple experiment on neural networks playing Snake game based on evolutionary algorithms.

• Host: GitHub
• URL: https://github.com/tearth/neural-snake
• Owner: Tearth
• License: gpl-3.0
• Created: 2018-05-01T10:35:15.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2019-12-14T23:18:15.000Z (over 6 years ago)
• Last Synced: 2025-09-04T12:57:00.307Z (9 months ago)
• Topics: aforge, aforge-net, csharp, dotnet, neural-network, neural-networks
• Language: C#
• Homepage:
• Size: 43.9 KB
• Stars: 3
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Neural Snake

Simple experiment on neural networks playing Snake game based on evolutionary algorithms.

![example screenshot](https://i.imgur.com/2HSsIGS.png)

# Neural network parameters

**Input** (1 = yes, -1 = no):

  * is top available to move

  * is right available to move

  * is bottom available to move

  * is left available to move

  * is food above snake

  * is food to the right of snake

  * is food under snake

  * is food to the left of snake

**Output** ([-1, 1]):

  * move top

  * move right

  * move down

  * move left

# Used libraries:

  * **AForge**: neural networks stuff