Norms trust evaluation for norm adoption in open normative multi-Agent systems
Risk assessment; Robotics; Adoption; Detection capability; Detection mechanism; Evaluation framework; Normative Multi-Agent Systems; Norms; Norms Trust Trust-based Norm Evaluation; Open multi-agent system; Multi agent systems
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Institute of Electrical and Electronics Engineers Inc.
2023
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my.uniten.dspace-233312023-05-29T14:39:33Z Norms trust evaluation for norm adoption in open normative multi-Agent systems Hamid N.H.A. Ahmad M.S. Ahmad A. Mustapha A. 55419558500 56036880900 55390963300 57200530694 Risk assessment; Robotics; Adoption; Detection capability; Detection mechanism; Evaluation framework; Normative Multi-Agent Systems; Norms; Norms Trust Trust-based Norm Evaluation; Open multi-agent system; Multi agent systems Norms are dynamic entities that exist in open multi-Agent systems to control agents' behavior. For norms to be effective in a domain, agents must first detect the norms' existence. Recent works in this area have proposed mechanisms to endow agents with a norm detection capability. However, existing works in norms detection entail agents to consider only one norm in a particular event. In reality, one event may have more than one set of norms existing in a domain. In a more recent study, a norm detection mechanism reports that more than one norm can co-exist in a society. Thus, we argue that the existing approaches do not help agents to decide which norms to adopt in cases of multiple norms. To solve this problem, we propose the concept of norms trust to help agents to decide which detected norms are trustable from a set of norms that exist in an environment. The proposed trust-based norms evaluation consists of two-Tier assessment; a credible agent evaluation that involves the task of evaluating the neighboring agents' trust and a norms trust evaluation which is the aggregation of norm adoption ratio, norm adoption risk, and norms salience. The evaluation framework is then reinforced with a working scenario to illustrate the process. � 2016 IEEE. Final 2023-05-29T06:39:33Z 2023-05-29T06:39:33Z 2017 Conference Paper 10.1109/ISAMSR.2016.7810007 2-s2.0-85015044207 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85015044207&doi=10.1109%2fISAMSR.2016.7810007&partnerID=40&md5=d1bea98d460af6fe303863b651cd00bd https://irepository.uniten.edu.my/handle/123456789/23331 7810007 79 85 Institute of Electrical and Electronics Engineers Inc. Scopus |
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| description |
Risk assessment; Robotics; Adoption; Detection capability; Detection mechanism; Evaluation framework; Normative Multi-Agent Systems; Norms; Norms Trust Trust-based Norm Evaluation; Open multi-agent system; Multi agent systems |
| author2 |
55419558500 |
| author_facet |
55419558500 Hamid N.H.A. Ahmad M.S. Ahmad A. Mustapha A. |
| format |
Conference Paper |
| author |
Hamid N.H.A. Ahmad M.S. Ahmad A. Mustapha A. |
| spellingShingle |
Hamid N.H.A. Ahmad M.S. Ahmad A. Mustapha A. Norms trust evaluation for norm adoption in open normative multi-Agent systems |
| author_sort |
Hamid N.H.A. |
| title |
Norms trust evaluation for norm adoption in open normative multi-Agent systems |
| title_short |
Norms trust evaluation for norm adoption in open normative multi-Agent systems |
| title_full |
Norms trust evaluation for norm adoption in open normative multi-Agent systems |
| title_fullStr |
Norms trust evaluation for norm adoption in open normative multi-Agent systems |
| title_full_unstemmed |
Norms trust evaluation for norm adoption in open normative multi-Agent systems |
| title_sort |
norms trust evaluation for norm adoption in open normative multi-agent systems |
| publisher |
Institute of Electrical and Electronics Engineers Inc. |
| publishDate |
2023 |
| _version_ |
1806428224523075584 |
| score |
13.214268 |