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