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Agent-based simulation of coalition formation in cooperative games

机译:基于Agent的合作博弈联盟形成仿真

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Cooperative game theory is a mathematical theory used for modeling negotiation problems between players. In these games, coalition formation is a central concept: for players, it's the problem to be solved for getting a payment as best as they do. In this paper, we focus our attention on the dynamic of coalition formation. Our purpose is to determine which kind of rationality leads to an equilibrium, given a game theory model. A multi agent system paradigm is used to produce simulations. We've performed several simulations with different combinations of agents behaviors. We present how an agent prospects for a new coalition and how he accepts or not to be a member of a new coalition. Then, we display some situations in which simulation tends to an equilibrium inside the game core.
机译:合作博弈理论是一种数学模型,用于对玩家之间的协商问题进行建模。在这些游戏中,联盟形成是一个中心概念:对于玩家而言,这是要获得与他们一样的最佳付款所要解决的问题。在本文中,我们将注意力集中在联盟形成的动态上。给定博弈论模型,我们的目的是确定哪种合理性导致均衡。多主体系统范式用于产生模拟。我们使用代理行为的不同组合执行了几次模拟。我们将介绍一个特工如何建立一个新的联盟,以及他如何接受或不成为新联盟的成员。然后,我们展示了一些情况,在这些情况下,模拟趋向于在游戏核心内部达到平衡。

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