Norm Monitoring Under Partial Action Observability

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Abstract

In the context of using norms for controlling multiagent 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 formalize 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.

Original languageEnglish
Pages (from-to) 270
Number of pages282
JournalIEEE Transactions on Cybernetics
Volume47
Issue number2
Early online date20 Jan 2016
DOIs
Publication statusPublished - Feb 2017

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