Solving Checkers

J. Schaeffer, Y. Bjoernsson,N. Burch,A. Kishimoto, M. Mueller, R. Lake,P. Lu, S. Sutphen

IJCAI(2005)

引用 87|浏览558
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摘要
AI has had notable success in building high-performance game-playing programs to compete against the best human players. However, the availability of fast and plentiful machines with large memories and disks creates the possibility of solving a game. This has been done before for simple or relatively small games. In this paper, we present new ideas and algorithms for solving the game of checkers. Checkers is a popular game of skill with a search space of 10(20) possible positions. This paper reports on our first result. One of the most challenging checkers openings has been solved - the White Doctor opening is a draw. Solving roughly 50 more openings will result in the game-theoretic value of checkers being determined.
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关键词
human player,popular game,large memory,game-theoretic value,small game,challenging checkers opening,notable success,paper report,new idea,high-performance game-playing program
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