Minesweeper_AI

A Minesweeper AI Using Inference, CSP, and CNN.

Libraries

• PyTorch: training the network
• NumPy: calculations
• matplotlib: draw the plot

How to

• run the test code:

  • cd code
  • python3 test.py

• check the CNN model

  • cd model
  • net_9: net for 9x9 grid size
  • net_12: net for 16x16 grid size

Contact Us

• Chenyang Zhang: zhangchy1@@shanghaitech.edu.cn
• Chunxu Guo: guochx@@shanghaitech.edu.cn
• Jiahao Huang: huangjh@@shanghaitech.edu.cn
• Qianyu Liu: liuqy@@shanghaitech.edu.cn
• Tianyi Zhangchy1: zhangty2@@shanghaitech.edu.cn