HexWuZi-MCST

Intro

The basic demo of using Monte carlo tree search to play Hexgonal WuZi(Five in a Row).

Dependency

We use numba to accelerate, so you should install it.

pip install -r requirements.txt

Developing Log

21/11/2022

1. Optimize board check function.
2. Complete the basic backbone of MCTS on HexWuZi game.
3. Add only explore adajency policy in order to let MCTS to get an at least acceptable performance.

23/11/2022

1. Accelerate HexWuZiState with numba.experimential jitclass.
2. Optimize current expand function in MCTS.
3. Add player interacting game in cmd.

25/11/2022

1. Utilize the searched state node in the tree.