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Formulating situation awareness for multi-agent systems

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dc.citedby12
dc.contributor.authorMostafa S.A.en_US
dc.contributor.authorAhmad M.S.en_US
dc.contributor.authorAhmad A.en_US
dc.contributor.authorAnnamalai M.en_US
dc.contributor.authorid37036085800en_US
dc.contributor.authorid56036880900en_US
dc.contributor.authorid55390963300en_US
dc.contributor.authorid36138644000en_US
dc.date.accessioned2023-12-29T07:44:11Z
dc.date.available2023-12-29T07:44:11Z
dc.date.issued2013
dc.description.abstractImproving autonomous agents' awareness has aroused a great deal of interests in agent research. The objective is to formulate an approach that provides advanced awareness capabilities in the agents' behaviour. In this paper, we explore the techniques proposed in the literature that have been adopted to enable agents' awareness which are Active Perception (AP), Situation Awareness (SA) and Context Awareness (CA). In addition, we illustrate the possible integration of the techniques' core phases with a multi-agent system (MAS). In doing so, we propose an approach to Situation Awareness for a decentralized MAS environment which is abbreviated as SAMAS. The approach assists in the agents' decision-making process through decomposing the context of an event's situations. Consequently, the SAMAS approach provides human-based assessments to the agents' performance. The assessments are fed back to the agents' to maintain the active perception of their actions. The paper contributes an independent SA approach considered from the perspective of MAS in a dynamic environment. � 2013 IEEE.en_US
dc.description.natureFinalen_US
dc.identifier.ArtNo6836546
dc.identifier.doi10.1109/ACSAT.2013.17
dc.identifier.epage53
dc.identifier.scopus2-s2.0-84904155911
dc.identifier.spage48
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84904155911&doi=10.1109%2fACSAT.2013.17&partnerID=40&md5=5a1c7058ec85e07668dce7e9537c0264
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/30050
dc.pagecount5
dc.publisherIEEE Computer Societyen_US
dc.sourceScopus
dc.sourcetitleProceedings - 2013 International Conference on Advanced Computer Science Applications and Technologies, ACSAT 2013
dc.subjectActive Perception (AP)
dc.subjectautonomous agent
dc.subjectContext Awareness (CA)
dc.subjectdecision-making
dc.subjectMulti-agent System (MAS)
dc.subjectSituation Awareness (SA)
dc.subjectDecision making
dc.subjectMulti agent systems
dc.subjectActive perceptions
dc.subjectAgent research
dc.subjectContext- awareness
dc.subjectDecision making process
dc.subjectDynamic environments
dc.subjectSituation awareness
dc.subjectAutonomous agents
dc.titleFormulating situation awareness for multi-agent systemsen_US
dc.typeConference paperen_US
dspace.entity.typePublication
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