https://github.com/mehditeymorian/othello-game

Implementation of Othello game with model training using evolutionary algorithms
https://github.com/mehditeymorian/othello-game

ai evolutionary-algorithms genetic-algorithm genetic-programming model-training

Last synced: 3 months ago
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Implementation of Othello game with model training using evolutionary algorithms

• Host: GitHub
• URL: https://github.com/mehditeymorian/othello-game
• Owner: mehditeymorian
• License: gpl-3.0
• Created: 2021-01-19T19:37:00.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2022-10-30T06:57:36.000Z (almost 3 years ago)
• Last Synced: 2023-03-05T16:26:14.094Z (over 2 years ago)
• Topics: ai, evolutionary-algorithms, genetic-algorithm, genetic-programming, model-training
• Language: Kotlin
• Homepage:
• Size: 1.21 MB
• Stars: 4
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Othello-Game

Implementation of Othello game with model training using a heuristic evolutionary alogrithm. 

This project consists of three sections, game logic, Minimax as a decision rule, which the model chooses the actions upon, and training the model using evolutionary alogirthm. [Technical Report](http://dx.doi.org/10.13140/RG.2.2.24354.91846).

![Shakespeare Tragedy](https://github.com/mehditeymorian/Othello-Game/blob/master/Assets/othello-shakespeare.jpg)

### Play the game

refer to [Releases](https://github.com/mehditeymorian/Othello-Game/releases) for latest version of game to play.

![Game Start](https://github.com/mehditeymorian/Othello-Game/blob/master/Assets/game-start.png)

![Game play](https://github.com/mehditeymorian/Othello-Game/blob/master/Assets/game-playing.png)

## Acknowledgement

I would like to express my thanks of gratitude to amazing Haniye who helped me complete this project.