通过模拟灵长类社会设计多智能体系统的社会认知模型

S. Picault, A. Collinot
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引用次数: 26

摘要

在本文中,我们讨论了研究灵长类社会构建多智能体系统的优势,并在此背景下提出了我们的初步结果。我们首先概述了灵长类动物的社会能力,然后将灵长类动物社会研究中发现的主要问题(关于它们的社会组织)与设计多智能体系统时最常遇到的一些问题进行了比较。我们描述了一个我们实验过的社会认知和知觉模型。结果表明,一些社会概念可以通过重视智能体之间的相互作用来实现,而不是使用复杂的基于个体的模型。最后,我们讨论了我们正在研究的主要扩展,并提出了Multi-Agent技术的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Designing social cognition models for multi-agent systems through simulating primate societies
In this paper we discuss the advantages of investigating primate societies to build Multi-Agent Systems, and we present our preliminary results in this context. We first give an overview of primates' social competences, then we draw a parallel between the main problems found in the study of primate societies (regarding their social organization) and some of the most commonly encountered issues when designing Multi-Agent Systems. We describe a model of social cognition and perception that we have experimented. Its results show that some social concepts can be implemented by attaching importance to the interactions between the agents, instead of using a complicated individual-based model. Finally, we discuss the main extensions we are working on and propose applications to Multi-Agent technology.
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