爱因斯坦的研究发现:一夜之间!基于蒙特卡罗算法的优化评价

Xiaoyan Wang, Hong Zhang, Yajie Wang, Jie Qi, Bin Zhou
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引用次数: 0

摘要

本文根据爱因斯坦感知夜(EWN)的特点,对博弈情境的评价进行了实验研究,得出了一种合理的评价方法。此外,本文还提出了一种基于博弈估值的优化蒙特卡罗算法。最后,将优化后的蒙特卡罗算法分别与Mini-Max算法和蒙特卡罗算法对弈,并通过对比分析得出结果。
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Research of Einstein würfelt nicht! Monte Carlo algorithm based on optimized evaluation
The valuation of game situation was experimentally studied according to the characteristics of Einstein würfelt nicht!(EWN), and a reasonable evaluation method is obtained in this paper. In addition, this paper presents an optimized Monte Carlo algorithm based on the valuation of game. Finally, the optimized Monte Carlo algorithm played chess respectively with the Mini-Max algorithm and Monte Carlo algorithm, and a result got by comparative analysis.
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