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Norm Monitoring under Partial Action Observability

Criado, N and Such, JM (2015) Norm Monitoring under Partial Action Observability. IEEE Transactions on Cybernetics. ISSN 2168-2275

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Abstract

In the context of using norms for controlling multi-agent systems, a vitally important question that has not yet been addressed in the literature is the development of mechanisms for monitoring norm compliance under partial action observability. This paper proposes the reconstruction of unobserved actions to tackle this problem. In particular, we formalise the problem of reconstructing unobserved actions, and propose an information model and algorithms for monitoring norms under partial action observability using two different processes for reconstructing unobserved actions. Our evaluation shows that reconstructing unobserved actions increases significantly the number of norm violations and fulfilments detected.

Item Type: Article
Additional Information: This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible
Uncontrolled Keywords: cs.MA; cs.MA; cs.AI
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Computer Science
Publisher: IEEE
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Date Deposited: 22 May 2015 10:48
Last Modified: 22 May 2015 10:48
URI: http://researchonline.ljmu.ac.uk/id/eprint/1140

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