增加社会技术MAS被认为有争议的信息

Vivek Nallur, Julien Monteil, Tyler Sammons, Mélanie Bouroche, S. Clarke
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引用次数: 5

摘要

社会技术系统不同于典型的MAS公式,因为系统的效率不是参与主体唯一关心的问题。人类的属性,如关心社会公平、说谎和非理性,也存在,以及由代理人进行的正常计算。通常,非理性属性被认为是噪声,因此不被认为是系统的重要属性。在本文中,我们考虑了社会技术系统中的噪声,并表明增加信息来对抗噪声的典型反应是无效的。我们表明,赋予代理增加内存和/或计算能力并不一定有利于实现系统的目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Increasing Information in Socio-Technical MAS Considered Contentious
Socio-technical systems differ from typical MAS formulations in that efficiency of the system is not the only concern of the participating agents. Human attributes such as concern for social equity, lying and irrationality are also present, alongside the normal computation being undertaken by the agents. Typically, non-rational attributes are considered as noise and therefore not considered as important attributes of the system. In this paper, we consider noise in socio-technical systems and show that the typical reaction of increasing information to counter noise is ineffective. We show that endowing agents with increased memory and/or computational power is not necessarily beneficial to achieving the goal of the system.
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