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

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 updated

Install

• dependencies
  • Python 3
  • PyTorch
• install

  $ pip install gobang

Run

$ gobang

# or
$ python -m gobang

Comments

• This project was originally developed in 2017 based on RocAlphaGo.
• The AI is developed based on Supervised Learning and Reinforcement learning from AlphaGo.

References

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