https://github.com/permutationlock/neural_network_checkers

Teaching neural networks to play checkers.
https://github.com/permutationlock/neural_network_checkers

Last synced: about 2 months ago
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Teaching neural networks to play checkers.

• Host: GitHub
• URL: https://github.com/permutationlock/neural_network_checkers
• Owner: permutationlock
• License: mit
• Created: 2015-05-31T11:24:34.000Z (almost 10 years ago)
• Default Branch: master
• Last Pushed: 2015-07-16T00:50:39.000Z (almost 10 years ago)
• Last Synced: 2025-01-14T15:42:03.127Z (4 months ago)
• Language: C++
• Size: 1.03 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.txt
  • License: LICENSE

Awesome Lists containing this project

README

        
Chubby Checkers: Neural Networks learn to play

----------------------------------------------

In this project I created a checkers board representation,

Neural Network implementation, network client to play

games against other competing teams (server was provided)

and a GUI for watching games play out between different

neural nets.

Folders:

Board

    - Contains neural net, generation computation and 

      checkers rules and board representation code.

Client

    - Containts provided python server code as well as

      C++ client code for playing our neural nets against

      opponents.

Gui

    - Contains a openGL display that allows stepping

      forward and backwards through checkers games

      to observer neural nets playing.

Generations

    - Contains all generations generated from our running

      time on the ARSC supercomputer FISH.