Skip to content

Doushouqi AI based on Alphazero. Doushouqi is a chess game with simple rules. It used to be difficult to implement an AI for this kind of game due to the stochastic properties.

Notifications You must be signed in to change notification settings

chenjiasheng/alphazero_doushouqi

Repository files navigation

game.py
    Game类:
        一局游戏的一个实例

board.py
    Board类:
        完整描述一个棋局.棋盘4×4的16个格子,从左上到右上,到左下到右下依次编号为0~15.
        棋局信息包括:
            grids: 16个格子的类型.格子类型共有18种,分別是8种棋子×2种颜色+砖块+空白.
            bricked: 未翻开的砖块下的棋子列表
            turn: 当前轮到哪一方下棋. 0,红色; 1,蓝色
    Move类:
        代表一步合法的棋招.由(src, dst)两个格子索引来表示.棋招的类型分为:
            翻棋: src == dst 且 grids[src] == 砖块
            移动: distance(src, dst) == 1 且 grids[src]是本方棋子 且 grids[dst] == 空白
            吃子(或拼子): distance(src, dst) == 1 且 is_self(src) 且 is_oppo(dst) 且 src棋子 >= dst棋子
            自杀: src == dst 且 is_self(src) 且 any(neighbour of src is oppo and neighbour棋子 > src棋子)

human_player.py
    HumanPlayer类:
        代表人类棋手.从标准输入读入src, dst对作为棋手的棋招

stochastic_mstc_player.py
    纯mstc(支持stochastic)算法的player.

doushouqi_minmax.py
    暂时废弃

About

Doushouqi AI based on Alphazero. Doushouqi is a chess game with simple rules. It used to be difficult to implement an AI for this kind of game due to the stochastic properties.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages