Information Management for Multi-Agent Systems

Yasin Alhamwy
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引用次数: 0

Abstract

Multi-Agent Systems (MAS) are becoming increasingly popular in large-scale dynamic domains such as Smart Cities and Search \& Rescue (S\&R) missions. In order for agents to cooperate efficiently in such domains, they need to distribute tasks, share knowledge, resolve conflicts, incorporate unknown agents, assign roles among each other, assign and keep track of teams of agents, etc. The cooperation in such dynamic domains requires both a software platform that supports the interoperability of cyber-physical agents as well as a shared Knowledge Base that stores general semantic information about the entities of discourse as well as live status information. ALICA, which is an in-house Multi-Agent platform, addresses such domains and is well suited to tackle a lot of these problems. To further enhance its capabilities, an extension is planned in order to integrate the standardised context information interface NGSI-LD as well as the widely used FIWARE models and components for Smart Cities, which enables the management of static and dynamic context information in normal and crisis situations.
多agent系统的信息管理
多智能体系统(MAS)在智能城市和搜救(S\& r)任务等大规模动态领域越来越受欢迎。为了使智能体在这些领域有效地合作,它们需要分配任务、共享知识、解决冲突、合并未知智能体、相互分配角色、分配和跟踪智能体团队等。这种动态领域的合作既需要一个支持网络物理代理互操作性的软件平台,也需要一个存储关于话语实体的一般语义信息以及实时状态信息的共享知识库。ALICA是一个内部的多代理平台,它解决了这些领域,并且非常适合解决许多这样的问题。为了进一步增强其能力,计划进行扩展,以集成标准化上下文信息接口NGSI-LD以及广泛使用的智能城市FIWARE模型和组件,从而能够在正常和危机情况下管理静态和动态上下文信息。
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