https://github.com/hsankesara/menace

Menace - The AI Game Bot
https://github.com/hsankesara/menace

artificial-intelligence menace pygame python3 reinforcement-learning tic-tac-toe

Last synced: 2 months ago
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Menace - The AI Game Bot

• Host: GitHub
• URL: https://github.com/hsankesara/menace
• Owner: Hsankesara
• License: mit
• Created: 2019-01-09T16:42:59.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2019-01-13T07:45:26.000Z (over 6 years ago)
• Last Synced: 2025-02-28T19:27:01.920Z (7 months ago)
• Topics: artificial-intelligence, menace, pygame, python3, reinforcement-learning, tic-tac-toe
• Language: Python
• Homepage:
• Size: 3.82 MB
• Stars: 8
• Watchers: 2
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
## Menace

First install Requirements

```

pip3 install -r requirements.txt

```

### Run the Game

```bash

python3 menace.py

```

![alt text](/images/menace_won.gif)

![alt text](/images/menace_draw.gif)

### Train Menace vs Menace

```bash

python3 menace.py train NUM_ITERATIONS

```

![alt text](/images/training-1.png)

![alt text](/images/training-2.png)

## References

* [Menace: the Machine Educable Noughts And Crosses Engine](http://chalkdustmagazine.com/features/menace-machine-educable-noughts-crosses-engine/)

* [Implementing MENACE](http://www.it.uu.se/edu/course/homepage/ai/menace)