Title :
Formulating Situation Awareness for Multi-agent Systems
Author :
Mostafa, Salama A. ; Ahmad, Mohd Sharifuddin ; Ahmad, Ayaz ; Annamalai, Muthukkaruppan
Author_Institution :
Coll. of Grad. Studies, Univ. Tenaga Nasional, Kajang, Malaysia
Abstract :
Improving 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.
Keywords :
decision making; multi-agent systems; ubiquitous computing; SAMAS approach; active perception; autonomous agents awareness; context awareness; decentralized MAS environment; decision-making process; multi-agent systems; situation awareness; Autonomous agents; Context; Context-aware services; Decision making; Multi-agent systems; Ontologies; Semantics; Active Perception (AP); Context Awareness (CA); Multi-agent System (MAS); Situation Awareness (SA); autonomous agent; decision-making;
Conference_Titel :
Advanced Computer Science Applications and Technologies (ACSAT), 2013 International Conference on
Conference_Location :
Kuching
DOI :
10.1109/ACSAT.2013.17