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Abstract

We believe that, in the near future, all multi-agent systems (MASs) will be open, permitting agents to migrate among MASs to obtain resources or services not found locally. In this scenario, open MASs should be enhanced with norms for restricting agents’ actions and, thus, avoiding unexpected behavior. In this work, we present a case study where an open MAS is enhanced with contextual norms. Agents from this MAS are continuously supported with precise norm information, according to their contexts (implicit situational information) and, then, can make better decisions. Although the presented case study is simple, it clearly shows different levels of norm abstractions and how agents can be influenced by norms while acting in a regulated open MASs.

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References

  1. Artikis, A.: Executable Specification of Open Norm-Governed Computational Systems. PhD thesis, Imperial College London (2003)

    Google Scholar 

  2. Berezdivin, R., Breinig, R., Topp, R.: Next-generation wireless communications concepts and technologies. IEEE Communications Magazine 40, 108–116 (2002)

    Article  Google Scholar 

  3. Bouquet, P., Giunchiglia, F., van Harmelen, F., Serafini, L., Stuckenschmidt, H.: C-OWL: Contextualizing Ontologies. In: Fensel, D., Sycara, K.P., Mylopoulos, J. (eds.) ISWC 2003. LNCS, vol. 2870, pp. 164–179. Springer, Heidelberg (2003)

    Google Scholar 

  4. Brazilian Navy: Accessed in (October 2006), https://www.mar.mil.br/

  5. Chopinaud, C., Fallah-Seghrouchn, A.E., Taillibert, P.: Prevention of Harmful Behaviors Within Cognitive and Autonomous. In: The Proc. of the 17th European Conference on Artificial Intelligence (ECAI 2006), Italy, pp. 205–209 (2006), ISBN: 1-58603-642-4

    Google Scholar 

  6. Cliffe, O., de Vos, M., Padget, J.: Specifying and Reasoning about Multiple Institutions. LNCS, vol. 4386, pp. 63–81. Springer, Heidelberg (2007)

    Google Scholar 

  7. Dey, A.: Understanding and using context. Personal and Ubiquitous Computing 5(1), 4–7 (2001)

    Article  Google Scholar 

  8. Eclipse (accessed, October 2006), http://www.eclipse.org/

  9. Felicíssimo, C.H.: Dynamic Contextual Regulations in Open Multi-agent Systems. In: Cruz, I., Decker, S., Allemang, D., Preist, C., Schwabe, D., Mika, P., Uschold, M., Aroyo, L. (eds.) ISWC 2006. LNCS, vol. 4273, pp. 974–975. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  10. Felicíssimo, C.H., de Lucena, C.J.P., Briot, J.-P., Choren, R.: Regulating Open Multi-Agent Systems with DynaCROM. In: The Second Workshop on Software Engineering for Agent-oriented Systems (SEAS 2006), Brazil (2006)

    Google Scholar 

  11. Felicíssimo, C.H., de Lucena, C.J.P., Briot, J.-P., Choren, R.: An Approach for Contextual Regulations in Open MAS. In: The Eight International Bi-Conference Workshop on Agent Oriented Information Systems (AOIS-2006) at AAMAS, Hakodate, Japan (2006)

    Google Scholar 

  12. Felicíssimo, C.H., de Lucena, C., Carvalho, G., Paes, R.: Normative Ontologies to Define Regulations over Roles in Open Multi-Agent Systems. In: AAAI Fall Symposium TR FS-05-08, USA (2005), ISBN 978-1-57735-254-9

    Google Scholar 

  13. Ferber, J., Gutknecht, O., Michael, F.: From Agents to Organizations: an Organization View of Multi-Agent Systems. In: Giorgini, P., Müller, J.P., Odell, J.J. (eds.) Agent-Oriented Software Engineering IV. LNCS, vol. 2935, Springer, Heidelberg (2004)

    Google Scholar 

  14. Friedman-Hill, E.: Jess, the Rule Engine for the Java Platform. At Sandia National Laboratories (accessed October 2006), http://herzberg.ca.sandia.gov/

  15. Gaertner, D., Clark, K., Sergot, M.: Ballroom etiquette: a case study for norm-governed multi-agent systems. LNCS, vol. 4386, pp. 205–219. Springer, Heidelberg (2007)

    Google Scholar 

  16. Garcia-Camino, A., Rodriguez-Aguilar, J.-A., Sierra, C., Vasconcelos, W.: A Distributed Architecture for Norm-Aware Agent Societies. In: Baldoni, M., Endriss, U., Omicini, A., Torroni, P. (eds.) DALT 2005. LNCS (LNAI), vol. 3904, Springer, Heidelberg (2006)

    Google Scholar 

  17. García-Camino, A., Rodriguez-Aguilar, J.-A., Sierra, C., Vasconcelos, W.: Norm-Oriented Programming of Electronic Institutions: A Rule-based Approach. LNCS, vol. 4386, pp. 170–186. Springer, Heidelberg (2007)

    Google Scholar 

  18. Gosling, J., Joy, B., Junior, G.L.S., Bracha, G.: The Java Language Specification (accessed, October 2006), http://java.sun.com/ , ISBN 0-201-31008-2

  19. Gruber, T.R.: A translation approach to portable ontology specifications. Knowledge Acquisition 5(2), 199–220 (1993)

    Article  Google Scholar 

  20. Henricksen, K., Indulska, J.: Developing context-aware pervasive computing applications: Models and approach. In: Pervasive and Mobile Computing, Elsevier, Amsterdam (in press)

    Google Scholar 

  21. Hewitt, C.: Open Information Systems Semantics for Distributed Artificial Intelligence. Artificial Intelligence 47(1-3), 79–106 (1991)

    Article  MathSciNet  Google Scholar 

  22. JADE (accessed, October 2006), http://jade.tilab.com/

  23. Jena (accessed, October 2006), http://jena.sourceforge.net/

  24. Jennings, N.R.: On Agent-Based Software Engineering. AI 117(2), 277–296 (2000)

    MATH  Google Scholar 

  25. Jennings, N., Sycara, K., Wooldridge, M.: A Roadmap of Agent Research and Development. Journal of Agents and Multi-Agent Systems 1, 7–38 (1998)

    Article  Google Scholar 

  26. Khedr, M., Karmouch, A.: ACAI: Agent-Based Context-aware Infrastructure for Spontaneous Applications. Journal of Network & Computer Applications 28(1), 19–44 (1995)

    Article  Google Scholar 

  27. McGuinness, D.L., Harmelen, F.v.: OWL Web Ontology Language Overview (accessed, October 2006), http://www.w3.org/TR/owl-features/

  28. Minsky, N.H.: The imposition of protocols over open distributed systems. IEEE Transactions on Software Engineering, USA (1991)

    Google Scholar 

  29. Minsky, N.H.: LGI (accessed, November 2006), http://www.moses.rutgers.edu/

  30. Noy, N., Rector, A. (eds.): Defining N-ary Relations on the Semantic Web: Use with Individuals (accessed, October 2006), http://www.w3.org/TR/swbp-n-aryRelations/

  31. Protégé: (accessed, October 2006), http://protege.stanford.edu/

  32. Rubinsztejn, H.K., Endler, M., Sacramento, V., Gonçalves, K., Nascimento, F.N.: Support for context-aware collaboration. MATA 2004 5(10), 34–47 (2004)

    Google Scholar 

  33. Soldatos, J., Pandis, I., Stamatis, K., Polymenakos, L., Crowley, J.L.: Agent based middleware infrastructure for autonomous context-aware ubiquitous computing services. Journal of Computer Communications (2006)

    Google Scholar 

  34. Thomas, G., e Williams, A.B.: Roles in the Context of Multiagent Task Relationships. AAAI Fall Symposium TR FS-05-08. USA (2005), ISBN 978-1-57735-254-9

    Google Scholar 

  35. Vázquez-Salceda, J., Dignum, V., Dignum, F.: Organizing Multiagent Systems. Journal of Autonomous Agents and Multi-Agent Systems 11(3), 307–360 (2005)

    Article  Google Scholar 

  36. Viterbo, J., Felicissimo, C., Briot, J.-P., Endler, M., Lucena, C.: Applying Regulation to Ubiquitous Computing Environments. In: SEAS 2006. The Second Workshop on Software Engineering for Agent-oriented Systems, Brazil (2006)

    Google Scholar 

  37. Weyns, D., Parunak, H.V.D., Michel, F., Holvoet, T., Ferber, J.: Environments for Multiagent Systems: State-of-the-Art and Research Challenges. In: Weyns, D., Parunak, H.V.D., Michel, F. (eds.) E4MAS 2004. LNCS (LNAI), vol. 3374, pp. 1–47. Springer, Heidelberg (2005)

    Google Scholar 

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Pablo Noriega Javier Vázquez-Salceda Guido Boella Olivier Boissier Virginia Dignum Nicoletta Fornara Eric Matson

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Felicíssimo, C., Choren, R., Briot, JP., Lucena, C. (2007). Informing Regulatory Dynamics in Open MASs. In: Noriega, P., et al. Coordination, Organizations, Institutions, and Norms in Agent Systems II. COIN 2006. Lecture Notes in Computer Science(), vol 4386. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74459-7_10

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  • DOI: https://doi.org/10.1007/978-3-540-74459-7_10

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-74457-3

  • Online ISBN: 978-3-540-74459-7

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