论文标题

多代理系统中的代理商的主观知识和推理

Subjective Knowledge and Reasoning about Agents in Multi-Agent Systems

论文作者

Singh, Shikha, Khemani, Deepak

论文摘要

尽管多代理系统中的大量工作集中在推理人造代理的知识和信念上,但对代理的存在/不存在明确的代表和推理,尤其是在代理商可能不知道其他代理商可能会在多代理系统中脱机或脱机的情况下,导致了对Ansmetric的知识/非洲知识的社区,这是MAS的主要社区。这种情况为代理人可以通过(MIS)通知他们存在合作者或对手的情况来影响其他代理人的心理状态的案例的基础。在本文中,我们研究了如何根据代理人的主观知识来扩展基于Kripke的认识模型以表达上述概念,并讨论了随之而来的挑战。

Though a lot of work in multi-agent systems is focused on reasoning about knowledge and beliefs of artificial agents, an explicit representation and reasoning about the presence/absence of agents, especially in the scenarios where agents may be unaware of other agents joining in or going offline in a multi-agent system, leading to partial knowledge/asymmetric knowledge of the agents is mostly overlooked by the MAS community. Such scenarios lay the foundations of cases where an agent can influence other agents' mental states by (mis)informing them about the presence/absence of collaborators or adversaries. In this paper, we investigate how Kripke structure-based epistemic models can be extended to express the above notion based on an agent's subjective knowledge and we discuss the challenges that come along.

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