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Behavior in a shared resource game with cooperative, greedy, and vigilante players

机译:与合作者,贪婪者和警惕者共享资源游戏中的行为

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We study a problem of trust in a distributed system in which a common resource is shared by multiple parties. In such naturally information-limited settings, parties are expected to abide by a behavioral protocol that leads to fair sharing of the resource. However, greedy players may defect from a cooperative protocol and achieve a greater than fair share of resources, often without significant adverse consequences to themselves. In this paper, we study the role of a few vigilante (attendant) players who also defect from a cooperative resource-sharing protocol but only in response to perceived greedy behavior. For a simple model of engagement, we demonstrate surprisingly complex dynamics among greedy and vigilante players. We show that the best response function for the greedy-player under our formulation has a jump discontinuity, which leads to conditions under which there is no Nash equilibrium. To study this property, we formulate an exact representation for the greedy player best response function in the case when there is one greedy player, one vigilante player and N − 2 cooperative players. We use this formulation to show conditions under which a Nash equilibrium exists. We also illustrate that in a case when there is no Nash equilibrium, the discrete dynamic system generated from fictitious play will not converge, but will oscillate indefinitely as a result of the jump discontinuity. The case of multiple vigilante and greedy players is studied numerically. Finally, we explore the relationship between fictitious play and the better-response dynamics (gradient descent) and illustrate that this dynamical system can have a fixed point even when the discrete dynamical system arising from fictitious play does not.
机译:我们研究了分布式系统中的信任问题,在分布式系统中,公共资源由多方共享。在这种自然地信息受限的环境中,期望各方遵守行为协议,该行为协议导致资源的公平共享。但是,贪婪的参与者可能会从合作协议中脱颖而出,并获得不公平的资源份额,通常不会对自己造成重大不利影响。在本文中,我们研究了一些守夜人(服务员)的角色,他们也从合作式资源共享协议中脱颖而出,但仅响应于感知到的贪婪行为。对于简单的参与模式,我们展示了贪婪和警惕性参与者之间令人惊讶的复杂动态。我们表明,根据我们的公式,贪婪玩家的最佳响应函数具有跳跃不连续性,从而导致没有纳什均衡的条件。为了研究此属性,当贪婪参与者,一名警惕参与者和N-2个合作参与者时,我们为贪婪参与者的最佳响应函数制定了一个精确表示。我们使用此公式来显示存在纳什均衡的条件。我们还说明,在没有纳什均衡的情况下,由虚拟游戏产生的离散动力系统将不会收敛,但会由于跳跃的不连续性而无限期地振荡。数值研究了多个守夜和贪婪的玩家的情况。最后,我们探讨了虚拟游戏与响应更好的动力学(梯度下降)之间的关系,并说明了即使由虚拟游戏产生的离散动力学系统不存在时,该动力学系统也可以具有一个固定点。

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