Formulating dynamic agents� operational state via situation awareness assessment
Decision making; Distributed computer systems; Intelligent agents; Multi agent systems; Software agents; Adjustable autonomy; Collaborative environments; Dynamic environments; Dynamic interactive systems; Layered Structures; Operational state; Real-time application; Situation awareness; Autonomous a...
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Springer Verlag
2023
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my.uniten.dspace-225752023-05-29T14:02:11Z Formulating dynamic agents� operational state via situation awareness assessment Mostafa S.A. Sharifuddin Ahmad M. Annamalai M. Ahmad A. Gunasekaran S.S. 37036085800 56491314200 36138644000 55390963300 55652730500 Decision making; Distributed computer systems; Intelligent agents; Multi agent systems; Software agents; Adjustable autonomy; Collaborative environments; Dynamic environments; Dynamic interactive systems; Layered Structures; Operational state; Real-time application; Situation awareness; Autonomous agents Managing autonomy in a dynamic interactive system that contains a mix of human and software agent intelligence is a challenging task. In such systems, giving an agent a complete control over its autonomy is a risky practice while manually setting the agent�s autonomy level is an inefficient approach. This paper addresses this issue via formulating a Situation Awareness Assessment (SAA) technique to assist in determining an appropriate agents� operational state. We propose four operational states of agents� execution cycles; proceed, halt, block and terminate, each of which is determined based on the agents� performance. We apply the SAA technique in a proposed Layered Adjustable Autonomy (LAA) model. The LAA conceptualizes autonomy as a spectrum and is constructed in a layered structure. The SAA and the LAA notions are applicable to humans� and agents� collaborative environment. We provide an experimental scenario to test and validate the proposed notions in a real-time application. � Springer International Publishing Switzerland 2015. Final 2023-05-29T06:02:11Z 2023-05-29T06:02:11Z 2015 Article 10.1007/978-3-319-11218-3_49 2-s2.0-84921535025 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84921535025&doi=10.1007%2f978-3-319-11218-3_49&partnerID=40&md5=569709a2d087930ad13a714b5950f2ac https://irepository.uniten.edu.my/handle/123456789/22575 320 Springer Verlag Scopus |
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| description |
Decision making; Distributed computer systems; Intelligent agents; Multi agent systems; Software agents; Adjustable autonomy; Collaborative environments; Dynamic environments; Dynamic interactive systems; Layered Structures; Operational state; Real-time application; Situation awareness; Autonomous agents |
| author2 |
37036085800 |
| author_facet |
37036085800 Mostafa S.A. Sharifuddin Ahmad M. Annamalai M. Ahmad A. Gunasekaran S.S. |
| format |
Article |
| author |
Mostafa S.A. Sharifuddin Ahmad M. Annamalai M. Ahmad A. Gunasekaran S.S. |
| spellingShingle |
Mostafa S.A. Sharifuddin Ahmad M. Annamalai M. Ahmad A. Gunasekaran S.S. Formulating dynamic agents� operational state via situation awareness assessment |
| author_sort |
Mostafa S.A. |
| title |
Formulating dynamic agents� operational state via situation awareness assessment |
| title_short |
Formulating dynamic agents� operational state via situation awareness assessment |
| title_full |
Formulating dynamic agents� operational state via situation awareness assessment |
| title_fullStr |
Formulating dynamic agents� operational state via situation awareness assessment |
| title_full_unstemmed |
Formulating dynamic agents� operational state via situation awareness assessment |
| title_sort |
formulating dynamic agents� operational state via situation awareness assessment |
| publisher |
Springer Verlag |
| publishDate |
2023 |
| _version_ |
1806423422756978688 |
| score |
13.214268 |