Norm Monitoring Under Partial Action Observability

IEEE Transactions on Cybernetics
Natalia Criado, Jose M Such

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.

References

Mar 20, 2008·IEEE Transactions on Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the IEEE Systems, Man, and Cybernetics Society·Weiming HuSteve Maybank
Jun 17, 2010·IEEE Transactions on Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the IEEE Systems, Man, and Cybernetics Society·Cheng-Ming Huang, Li-Chen Fu
Aug 8, 2014·IEEE Transactions on Cybernetics·Craig G RiegerWilliam D Smart
Oct 21, 2014·IEEE Transactions on Cybernetics·Wente Zeng, Mo-Yuen Chow
Nov 22, 2014·IEEE Transactions on Cybernetics·Chao YuFenghui Ren

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Citations

Nov 8, 2019·Artificial Life·David Ha
Nov 23, 2019·The Journal of Comparative Neurology·Brian M SchilderPatrick R Hof
Nov 6, 2018·Journal of Public Health·Coral J DandoJay-Marie Mackenzie

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