Modelo de Reputação Fuzzy Aplicado a um Sistema Multiagente
Resumo
Este artigo apresenta um modelo de reputação aplicado a um sistema multiagente para simulação de políticas normativas e reputação da organização social da Horta Urbana Sán Jerónimo, localizada em Sevilha, Espanha. Para tanto, foi utilizado agentes BDI com crenças fuzzy para análise de investimento e satisfação sobre serviços, assim como um modelo de reputação como medida de desempenho de suas atividades dentro do projeto, implementados através do arcabouço JaCaMo.Referências
Bordini, R. H. and Hübner, J. F. (2014). Jacamo project. [link].
Bordini, R. H., Hübner, J. F., and Wooldridge, M. (2007). Programming Multi-Agent Systems in AgentSpeak using Jason. Wiley, New Jersey.
Farias, G. P., Dimuro, G., Dimuro, G., and Jerez, E. D. M. (2013). Exchanges of services based on Piaget’s theory of social exchanges using a BDI-fuzzy agent model.
Hübner, J. F. (2003). Um Modelo de Reorganização de Sistemas Multiagentes. PhD thesis, Universidade de São Paulo, São Paulo.
Hübner, J. F., Vercouter, L., and Boissier, O. (2009). Instrumenting Multi-Agent Organisations with Artifacts to Support Reputation Processes. Springer.
Rao, A. S. (1996). AgentSpeak(L): BDI agents speak out in a logical computable language. In Seventh European Workshop on Modelling Autonomous Agents in a Multi-Agent World, LNCS. Springer, Berlin.
Rao, A. S. and Georgeff, M. P. (1992). An abstract architecture for rational agents. In Proceedings of the 3rd International Conference on Principles of Knowledge Representation and Reasoning (KR’92), Cambridge, MA, October 25–29, 1992, pages 439–449. Morgan Kaufmann.
Ricci, A., Santi, A., and Piunti, M. (2014). CArtAgO (common atifact infrastructure for agents open environments).
Rodrigues, H. D. N., Santos, F. C. P., Dimuro, G., Adamatti, D. F., Jerez, E. M., and Dimuro, G. P. (2013). A mas for the simulation of normative policies of the urban vegetable garden of san jerónimo, seville, spain.
Rubiera, J. C., Lopez, J. M. M., and Muro, J. D. (2001). A fuzzy model of reputation in multi-agent systems. In Proceedings of the fifth international conference on Autonomous agents, pages 25 – 26.
Sabater, J. and Sierra, C. (2001). Regret: A reputation model for gregarious societies. In Proceedings of the Fourth Workshop on deception Fraud and Trust in Agent Societies, pages 61–70.
Santos, I. and Costa, A. C. R. (2012). Toward a framework for simulating agent-based models of public policy processes on the jason-cartago platform. In Proceedings of the Second International Workshop on Agent-based Modeling for Policy Engineering in 20th European Conference on Artificial Intelligence (ECAI)- AMPLE 2012, Montpellier. Montpellier University.
Santos, I., Mota, F. P., Costa, A. C. R., and Dimuro, G. P. (2012). Um framework para simulação de políticas p´ublicas aplicado ao caso da piracema, sob o olhar da teoria dos jogos. Porto Alegre. SBC.
Bordini, R. H., Hübner, J. F., and Wooldridge, M. (2007). Programming Multi-Agent Systems in AgentSpeak using Jason. Wiley, New Jersey.
Farias, G. P., Dimuro, G., Dimuro, G., and Jerez, E. D. M. (2013). Exchanges of services based on Piaget’s theory of social exchanges using a BDI-fuzzy agent model.
Hübner, J. F. (2003). Um Modelo de Reorganização de Sistemas Multiagentes. PhD thesis, Universidade de São Paulo, São Paulo.
Hübner, J. F., Vercouter, L., and Boissier, O. (2009). Instrumenting Multi-Agent Organisations with Artifacts to Support Reputation Processes. Springer.
Rao, A. S. (1996). AgentSpeak(L): BDI agents speak out in a logical computable language. In Seventh European Workshop on Modelling Autonomous Agents in a Multi-Agent World, LNCS. Springer, Berlin.
Rao, A. S. and Georgeff, M. P. (1992). An abstract architecture for rational agents. In Proceedings of the 3rd International Conference on Principles of Knowledge Representation and Reasoning (KR’92), Cambridge, MA, October 25–29, 1992, pages 439–449. Morgan Kaufmann.
Ricci, A., Santi, A., and Piunti, M. (2014). CArtAgO (common atifact infrastructure for agents open environments).
Rodrigues, H. D. N., Santos, F. C. P., Dimuro, G., Adamatti, D. F., Jerez, E. M., and Dimuro, G. P. (2013). A mas for the simulation of normative policies of the urban vegetable garden of san jerónimo, seville, spain.
Rubiera, J. C., Lopez, J. M. M., and Muro, J. D. (2001). A fuzzy model of reputation in multi-agent systems. In Proceedings of the fifth international conference on Autonomous agents, pages 25 – 26.
Sabater, J. and Sierra, C. (2001). Regret: A reputation model for gregarious societies. In Proceedings of the Fourth Workshop on deception Fraud and Trust in Agent Societies, pages 61–70.
Santos, I. and Costa, A. C. R. (2012). Toward a framework for simulating agent-based models of public policy processes on the jason-cartago platform. In Proceedings of the Second International Workshop on Agent-based Modeling for Policy Engineering in 20th European Conference on Artificial Intelligence (ECAI)- AMPLE 2012, Montpellier. Montpellier University.
Santos, I., Mota, F. P., Costa, A. C. R., and Dimuro, G. P. (2012). Um framework para simulação de políticas p´ublicas aplicado ao caso da piracema, sob o olhar da teoria dos jogos. Porto Alegre. SBC.
Publicado
23/05/2016
Como Citar
RODRIGUES, Henrique D. N.; ADAMATTI, Diana F.; DIMURO, Graçaliz P.; DIMURO, Glenda; JEREZ, Esteban de Manuel.
Modelo de Reputação Fuzzy Aplicado a um Sistema Multiagente. In: WORKSHOP-ESCOLA DE SISTEMAS DE AGENTES, SEUS AMBIENTES E APLICAÇÕES (WESAAC), 10. , 2016, Maceió/AL.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2016
.
p. 129-140.
ISSN 2326-5434.
DOI: https://doi.org/10.5753/wesaac.2016.33212.
