🌙

使用多边际耦合的Blotto博弈算法解

An Algorithmic Solution to the Blotto Game Using Multimarginal Couplings

Operations Research · 2024
被引 0
人大 AFT50UTD24ABS 4*

中文导读

结合统计学和拍卖理论,利用最优传输技术,给出了百年未解的Blotto博弈的近似显式策略表征,并设计了多项式时间算法求解纳什均衡。

Abstract

Computing the solution of Blotto games, a century-year-old open problem The Blotto game has been introduced by Borel more than a century ago in a seminal game theory paper. Surprisingly, characterizing and computing the optimal solutions (or the Nash equilibria) of this game in general was still open! This paper combines theoretical tools from statistics and auction theory to provide an almost explicit characterization of the strategies that are then computed using techniques from optimal transport (and other algorithmic ideas). The complexity of the final algorithm is even polynomial in the number of battlefields (a key parameter of a Blotto game) and the approximation level.

计算机科学数学优化数理经济学博弈论