The Impact of Norms Generality on MAS Goal
Resumo
In this paper we aim to investigate the impact of levels of generality on norms synthesized on the global goal satisfiability and conflicts avoidance of Normative Multiagent Systems. We found out that exists a level of generality in the scenarios we perform some experiments, which we call apex level, where norms tend to be efficient in avoiding conflicts while ensuring goal system reachability.Referências
Boella, G. and van der Torre, L. (2004). Regulative and constitutive norms in normative multiagent systems. In Proc. of the Ninth Int. Conf. on Principles of Knowledge Representation and Reasoning, KR’04, pages 255–265. AAAI Press.
Boella, G. and van der Torre, L. (2007). Norm negotiation in multiagent systems. International Journal of Cooperative Information Systems (IJCIS), 16(2).
Christelis, G. and Rovatsos, M. (2009). Automated norm synthesis in an agent-based planning environment. In Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems, volume 1 of AAMAS ’09, pages 161–168, Richland, SC. International Foundation for Autonomous Agents and Multiagent Systems.
Fitoussi, D. and Tennenholtz, M. (1998). Minimal social laws. In Proc. of the Fifteenth National/Tenth Conf. on Artif. Intell./Innovative App. of Artif. Intell., page 26–31.
Frantz, C. K. and Pigozz, G. (2018). Modeling norm dynamics in multi-agent systems.
Morales, J., López-Sánchez, M., and Esteva, M. (2011). Using experience to generate new regulations. In Proc. of IJCAI 2001, page 307–312.
Morales, J., López-Sánchez, M., Rodríguez-Aguilar, J., Wooldridge, M., and Vasconcelos, W. (2014). Minimality and simplicity in the on-line automated synthesis of normative systems. In AAMAS.
Morales, J., Lopez-Sanchez, M., Rodriguez-Aguilar, J. A., Wooldridge, M., and Vasconcelos, W. (2013). Automated synthesis of normative systems. In Proc. of AAMAS 2013, pages 483–490.
Onn, S. and Tennenholtz, M. (1997). Determination of social laws for multi-agent mobilization. Artificial Intelligence, 95(1):155 – 167.
Savarimuthu, B. T. R., Cranefield, S., Purvis, M., and Purvis, M. (2008). Role model based mechanism for norm emergence in artificial agent societies. In Proc. of COIN 2008, pages 203–217.
Shoham, Y. and Tennenholtz, M. (1995). On social laws for artificial agent societies: off-line design. Artificial Intelligence, 73(1):231 – 252.
Boella, G. and van der Torre, L. (2007). Norm negotiation in multiagent systems. International Journal of Cooperative Information Systems (IJCIS), 16(2).
Christelis, G. and Rovatsos, M. (2009). Automated norm synthesis in an agent-based planning environment. In Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems, volume 1 of AAMAS ’09, pages 161–168, Richland, SC. International Foundation for Autonomous Agents and Multiagent Systems.
Fitoussi, D. and Tennenholtz, M. (1998). Minimal social laws. In Proc. of the Fifteenth National/Tenth Conf. on Artif. Intell./Innovative App. of Artif. Intell., page 26–31.
Frantz, C. K. and Pigozz, G. (2018). Modeling norm dynamics in multi-agent systems.
Morales, J., López-Sánchez, M., and Esteva, M. (2011). Using experience to generate new regulations. In Proc. of IJCAI 2001, page 307–312.
Morales, J., López-Sánchez, M., Rodríguez-Aguilar, J., Wooldridge, M., and Vasconcelos, W. (2014). Minimality and simplicity in the on-line automated synthesis of normative systems. In AAMAS.
Morales, J., Lopez-Sanchez, M., Rodriguez-Aguilar, J. A., Wooldridge, M., and Vasconcelos, W. (2013). Automated synthesis of normative systems. In Proc. of AAMAS 2013, pages 483–490.
Onn, S. and Tennenholtz, M. (1997). Determination of social laws for multi-agent mobilization. Artificial Intelligence, 95(1):155 – 167.
Savarimuthu, B. T. R., Cranefield, S., Purvis, M., and Purvis, M. (2008). Role model based mechanism for norm emergence in artificial agent societies. In Proc. of COIN 2008, pages 203–217.
Shoham, Y. and Tennenholtz, M. (1995). On social laws for artificial agent societies: off-line design. Artificial Intelligence, 73(1):231 – 252.
Publicado
10/08/2021
Como Citar
ALVES, Jhonatan; HÜBNER, Jomi Fred; MARCHI, Jerusa.
The Impact of Norms Generality on MAS Goal. In: WORKSHOP-ESCOLA DE SISTEMAS DE AGENTES, SEUS AMBIENTES E APLICAÇÕES (WESAAC), 15. , 2021, Evento Online.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2021
.
p. 83-94.
ISSN 2326-5434.
