论文标题

迭代志愿者困境的形式方法

Formal Methods for An Iterated Volunteer's Dilemma

论文作者

Dineen, Jacob, Haque, A S M Ahsan-Ul, Bielskas, Matthew

论文摘要

游戏理论提供了一个范式,我们可以通过该范式研究通过理性代理相互作用发生的不断发展的沟通和现象。 In this work, we design a model framework and explore The Volunteer's Dilemma with the goals of 1) modeling it as a stochastic concurrent multiplayer game, 2) constructing properties to verify model correctness and reachability, 3) constructing strategy synthesis graphs to understand how the game is iteratively stepped through most optimally and, 4) analyzing a series of parameters to understand correlations with expected local and global rewards over a finite time地平线。

Game theory provides a paradigm through which we can study the evolving communication and phenomena that occur via rational agent interaction. In this work, we design a model framework and explore The Volunteer's Dilemma with the goals of 1) modeling it as a stochastic concurrent multiplayer game, 2) constructing properties to verify model correctness and reachability, 3) constructing strategy synthesis graphs to understand how the game is iteratively stepped through most optimally and, 4) analyzing a series of parameters to understand correlations with expected local and global rewards over a finite time horizon.

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