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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my.uniten.dspace-6862017-11-01T07:01:37Z Formulating situation awareness for multi-agent systems Mostafa, S.A. Ahmad, M.S. Ahmad, A. Annamalai, M. Active Perception Autonomous agent 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. 2017-08-04T07:52:07Z 2017-08-04T07:52:07Z 2014 Conference Paper https://pure.uniten.edu.my/en/persons/azhana-ahmad/publications/ 10.1109/ACSAT.2013.17 2-s2.0-84904155911 en 2013 International Conference on Advanced Computer Science Applications and Technologies |
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Active Perception Autonomous agent Mostafa, S.A. Ahmad, M.S. Ahmad, A. Annamalai, M. Formulating situation awareness for multi-agent systems |
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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. |
format |
Conference Paper |
author |
Mostafa, S.A. Ahmad, M.S. Ahmad, A. Annamalai, M. |
author_facet |
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 |
publishDate |
2017 |
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1644492316446031872 |
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13.222552 |