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Formulating situation awareness for multi-agent systems

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 be...

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Main Authors:	Mostafa S.A., Ahmad M.S., Ahmad A., Annamalai M.
Other Authors:	37036085800
Format:	Conference paper
Published:	IEEE Computer Society 2023
Subjects:	Active Perception (AP) autonomous agent Context Awareness (CA) decision-making Multi-agent System (MAS) Situation Awareness (SA) Decision making Multi agent systems Active perceptions Agent research Context- awareness Decision making process Dynamic environments Situation awareness Autonomous agents
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id	my.uniten.dspace-30050
record_format	dspace
spelling	my.uniten.dspace-300502023-12-29T15:44:11Z Formulating situation awareness for multi-agent systems Mostafa S.A. Ahmad M.S. Ahmad A. Annamalai M. 37036085800 56036880900 55390963300 36138644000 Active Perception (AP) autonomous agent Context Awareness (CA) decision-making Multi-agent System (MAS) Situation Awareness (SA) Decision making Multi agent systems Active perceptions Agent research Context- awareness Decision making process Dynamic environments Situation awareness Autonomous agents 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. � 2013 IEEE. Final 2023-12-29T07:44:11Z 2023-12-29T07:44:11Z 2013 Conference paper 10.1109/ACSAT.2013.17 2-s2.0-84904155911 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84904155911&doi=10.1109%2fACSAT.2013.17&partnerID=40&md5=5a1c7058ec85e07668dce7e9537c0264 https://irepository.uniten.edu.my/handle/123456789/30050 6836546 48 53 IEEE Computer Society Scopus
institution	Universiti Tenaga Nasional
building	UNITEN Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Tenaga Nasional
content_source	UNITEN Institutional Repository
url_provider	http://dspace.uniten.edu.my/
topic	Active Perception (AP) autonomous agent Context Awareness (CA) decision-making Multi-agent System (MAS) Situation Awareness (SA) Decision making Multi agent systems Active perceptions Agent research Context- awareness Decision making process Dynamic environments Situation awareness Autonomous agents
spellingShingle	Active Perception (AP) autonomous agent Context Awareness (CA) decision-making Multi-agent System (MAS) Situation Awareness (SA) Decision making Multi agent systems Active perceptions Agent research Context- awareness Decision making process Dynamic environments Situation awareness Autonomous agents Mostafa S.A. Ahmad M.S. Ahmad A. Annamalai M. Formulating situation awareness for multi-agent systems
description	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. � 2013 IEEE.
author2	37036085800
author_facet	37036085800 Mostafa S.A. Ahmad M.S. Ahmad A. Annamalai M.
format	Conference paper
author	Mostafa S.A. Ahmad M.S. Ahmad A. Annamalai M.
author_sort	Mostafa S.A.
title	Formulating situation awareness for multi-agent systems
title_short	Formulating situation awareness for multi-agent systems
title_full	Formulating situation awareness for multi-agent systems
title_fullStr	Formulating situation awareness for multi-agent systems
title_full_unstemmed	Formulating situation awareness for multi-agent systems
title_sort	formulating situation awareness for multi-agent systems
publisher	IEEE Computer Society
publishDate	2023
_version_	1806425643038015488
score	13.239859

Formulating situation awareness for multi-agent systems

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