https://github.com/cmirnow/tic-tac-toe-ai-with-neural-network-resurrections

Test Tic-Tac-Toe project for Neural Network (ruby-fann based) study.
https://github.com/cmirnow/tic-tac-toe-ai-with-neural-network-resurrections

artificial-intelligence fann machine-learning neural-network ruby-fann tictactoe

Last synced: about 1 month ago
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Test Tic-Tac-Toe project for Neural Network (ruby-fann based) study.

• Host: GitHub
• URL: https://github.com/cmirnow/tic-tac-toe-ai-with-neural-network-resurrections
• Owner: cmirnow
• License: mit
• Created: 2022-11-08T23:09:03.000Z (about 2 years ago)
• Default Branch: master
• Last Pushed: 2023-11-28T09:33:55.000Z (about 1 year ago)
• Last Synced: 2023-11-28T10:31:52.189Z (about 1 year ago)
• Topics: artificial-intelligence, fann, machine-learning, neural-network, ruby-fann, tictactoe
• Language: Ruby
• Homepage: https://masterpro.ws/tic-tac-toe-with-neural-network-resurrections
• Size: 2.71 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

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README

        
## Tic Tac Toe AI with Neural Network. The Resurrections.



The script doesn't know how to play Tic Tac Toe. The first launch creates a csv-file of Tic Tac Toe games played by chance. Then, the Neural Network helps AI to find the optimal moves. Can you beat this AI? Good luck to you!

:stuck_out_tongue_winking_eye: | In the new version of the game, you can play against a Neural Network either first or second (this choice is random).

:---: | :---  

You'll need Ruby.

:exclamation: | Ruby-fann has [problems](https://github.com/tangledpath/ruby-fann/issues/28) with Ruby 3.2 now. Be careful.

:---: | :--- 

How to start playing:

```bash

gem install progress_bar tty-pie csv ruby-fann:1.3.2

git clone https://github.com/cmirnow/Tic-Tac-Toe-AI-with-Neural-Network-Resurrections.git

cd Tic-Tac-Toe-AI-with-Neural-Network-Resurrections

ruby start.rb

```



[Article on Medium.com](https://medium.com/@aleksejsmir/build-your-own-tic-tac-toe-robot-ded684a79ad1)