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Optimal strategy of the simultaneous dice game Pig for multiplayers: when reinforcement learning meets game theory

In this work, we focus on using reinforcement learning and game theory to solve for the optimal strategies for the dice game Pig, in a novel simultaneous playing setting. First, we derived analytically the optimal strategy for the 2-player simultaneous game using dynamic programming, mixed-strategy...

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Detalles Bibliográficos
Autores principales: Zhu, Tian, Ma, Merry, Chen, Lu, Liu, Zhenhua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10199029/
https://www.ncbi.nlm.nih.gov/pubmed/37208437
http://dx.doi.org/10.1038/s41598-023-35237-x