m4tx / MahjongAI

Riichi Mahjong AI

This is an attempt on building Riichi Mahjong AI using Supervised Machine Learning.

Requirements

• Python 3
• Python packages:
  • Keras
  • Tk
  • NumPy
  • SciKit-learn

Running the trainer

python -m tenhou_log_utils.trainer

This reads tenhou logs from the directory specified at the top of the file (train/01 by default).

Running the bot

python -m gui_main

This runs the bot with the Tk-based GUI.

Third-party code used

• https://github.com/MahjongRepository/phoenix-logs - for downloading game logs from tenhou.net
• https://github.com/mthrok/tenhou-log-utils (in tenhou_log_utils, MIT license) directory - for paring the tenhou.net logs and training the models
• https://github.com/erreurt/MahjongAI (repository root directory) - framework for building the bot, providing the GUI and tenhou.net client