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A Gobang(also known as "Five in a Row" and "Gomoku") game equipped with AlphaGo-liked AI.

Project description

A Gobang(also known as "Five in a Row" and "Gomoku") game equipped with AlphaGo-liked AI.

Features

  • Friendly GUI
  • MATCH RULES supported
  • Easy to install
  • AlphaGo-liked AI

Game

Screen

AI Players

  • Greedy AI: the POLICY network without randomness
  • Probabilistic AI: the POLICY network with randomness
  • Thinking AI(xxx s): MCTS algorithm with POLICY and VALUE networks
    • To be implemented

Install

  • dependencies
  • install
    $ pip install gobang
    

Run

$ gobang

# or
$ python -m gobang

Comments

  • This project was originally developed 2 years ago.
  • The AI is developed based on Supervised Learning and Reinforcement learning.

References

  1. RocAlphaGo
  2. Mastering the game of Go with deep neural networks and tree search

Project details


Release history Release notifications

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Files for gobang, version 0.1.0
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