Experiments with Monte Carlo Othello
Experiments with Monte Carlo Othello
复制标题
蒙特卡洛奥赛罗实验
DOI：
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发表时间：
2007
期刊：
影响因子：
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通讯作者：
M. Masek
中科院分区：
文献类型：
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作者：
P. Hingston;M. Masek
在本文中，我们报告我们的实验与使用Monte Carlo模拟（特别是UCT算法）的基础上的奥塞洛播放程序。蒙特卡罗方法在过去也被用于其他游戏，最近的一次是在成功的围棋程序中。我们表明，蒙特卡洛为基础的球员有潜力的奥塞洛，进化算法可以用来提高他们的实力。
In this paper, we report on our experiments with using Monte Carlo simulation (specifically the UCT algorithm) as the basis for an Othello playing program. Monte Carlo methods have been used for other games in the past, most recently and notably in successful Go playing programs. We show that Monte Carlo-based players have potential for Othello, and that evolutionary algorithms can be used to improve their strength.