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28 July 2023 Overview of Amazon chess’ game playing algorithms
Yikai Sun, Ming Gao
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Proceedings Volume 12756, 3rd International Conference on Applied Mathematics, Modelling, and Intelligent Computing (CAMMIC 2023); 1275647 (2023) https://doi.org/10.1117/12.2686190
Event: 2023 3rd International Conference on Applied Mathematics, Modelling and Intelligent Computing (CAMMIC 2023), 2023, Tangshan, China
Abstract
Amazon chess is a machine game with high dimension branches, in which the first step is more than 2000 actions, so it is an ideal test platform for search algorithm and Monte Carlo tree search. This paper analyses the rules and common game algorithms of Amazon chess based on its environment, and compares the advantages and disadvantages of different algorithms. Finally, the improvement direction of Monte Carlo tree search algorithm is reviewed from four aspects of evaluation function, database, search strategy and parallel computing, and the research prospect of Amazon Monte Carlo game algorithm is prospected
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Yikai Sun and Ming Gao "Overview of Amazon chess’ game playing algorithms", Proc. SPIE 12756, 3rd International Conference on Applied Mathematics, Modelling, and Intelligent Computing (CAMMIC 2023), 1275647 (28 July 2023); https://doi.org/10.1117/12.2686190
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KEYWORDS
Monte Carlo methods
Evolutionary algorithms
Parallel computing
Mathematical optimization
Artificial intelligence
Algorithm development
Neural networks
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