https://github.com/TomaszRewak/ML-games

Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.
https://github.com/TomaszRewak/ML-games

game game-engine genetic-algorithm machine-learning machine-learning-games neural-network reinforcement-learning

Last synced: 16 days ago
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Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.

• Host: GitHub
• URL: https://github.com/TomaszRewak/ML-games
• Owner: TomaszRewak
• License: mit
• Created: 2016-08-29T19:55:05.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2019-11-14T20:38:06.000Z (almost 5 years ago)
• Last Synced: 2024-02-15T00:36:14.561Z (9 months ago)
• Topics: game, game-engine, genetic-algorithm, machine-learning, machine-learning-games, neural-network, reinforcement-learning
• Language: JavaScript
• Homepage: http://ml-games.tomasz-rewak.com/
• Size: 1.47 MB
• Stars: 279
• Watchers: 23
• Forks: 33
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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# ML-games

Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.

Working example can be found here: http://ml-games.tomasz-rewak.com/



  



Everything here is written from a scratch, including all ML algorithms and game engine.

# Compilation

To restore node packages run

```

npm install

```

To compile the project

```

gulp build

```

for .ts files and

```

gulp styles

```

for .less files.

You can also simply run:

```

gulp watch

```

# Alpha

Note that this is an early version of this software. If you can see anything that doesn't work as expected, or maybe a way to improve it, please inform me.

As this site is still in developement, it works fine on Chrome web browser, works slow on FF and doesn't work at all at Edge.

These are the known issues.