Uma Proposta Preliminar de Síntese Automática de Normas para Sistemas Multiagente
Resumo
Normas têm sido usadas em sistemas multiagentes para regular a sociedade dos agentes na forma de regras que, em certos contextos, impõem restrições sobre os seus comportamentos. Sob estas circunstâncias, este trabalho apresenta a proposta preliminar de um framework para a síntese automática de normas. Como resultados esperados pretende-se que as normas obtidas sejam capazes de evitar conflitos no sistema mantendo os seus objetivos alcançáveis e as ações da sociedade coerentes.
Referências
Alrawagfeh, W. and Meneguzzi, F. (2015). Utilizing permission norms in bdi practical normative reasoning. In Revised Selected Papers of the International Workshops on Coordination, Organizations, Institutions, and Norms in Agent Systems X - Volume 9372, pages 1–18, New York, NY, USA. Springer-Verlag New York, Inc.
Boella, G. and van der Torre, L. (2007). Norm negotiation in multiagent systems. International Journal of Cooperative Information Systems (IJCIS) Special Issue: Emergent Agent Societies, 16(2).
Boella, G., van der Torre, L., and Verhagen, H. (2006). Introduction to normative multiagent systems. Computational & Mathematical Organization Theory, 12(2):71–79.
Christelis, G. D. (2011). Automated Norm Synthesis in Planning Environments. PhD thesis, University of Edinburgh.
Epstein, J. M. (2001). Learning to be thoughtless: Social norms and individual computation. Computational Economics, 18(1):9–24.
Frantz, C. K. and Pigozz, G. (2018). Modeling norm dynamics in multi-agent systems.
Griffiths, N. and Luck, M. (2011). Norm diversity and emergence in tag-based cooperation. In De Vos, M., Fornara, N., Pitt, J. V., and Vouros, G., editors, Coordination, Organizations, Institutions, and Norms in Agent Systems VI, pages 230–249, Berlin, Heidelberg. Springer Berlin Heidelberg.
Huhns, M. N. and Stephens, L. M. (1999). Multiagent systems. chapter Multiagent Systems and Societies of Agents, pages 79–120. MIT Press, Cambridge, MA, USA.
Kittock, J. (1995). Emergent conventions and the structure of multi–agent systems. In Lectures in Complex systems: the proceedings of the 1993 Complex systems summer school, Santa Fe Institute Studies in the Sciences of Complexity Lecture Volume VI, Santa Fe Institute, pages 507–521. Addison-Wesley.
Mahmoud, S., Griffiths, N., Keppens, J., Taweel, A., Bench-Capon, T. J. M., and Luck, M. (2015). Establishing norms with metanorms in distributed computational systems. Artificial Intelligence and Law, 23(4):367–407.
Morales, J., Lopez-Sanchez, M., Rodriguez-Aguilar, J. A., Wooldridge, M., and Vasconcelos, W. (2013). Automated synthesis of normative systems. In Proceedings of the 2013 International Conference on Autonomous Agents and Multi-agent Systems, AAMAS ’13, pages 483–490, Richland, SC. International Foundation for Autonomous Agents and Multiagent Systems.
Morales, J., Wooldridge, M., Rodriguez-Aguilar, J. A., and Lopez-Sanchez, M. (2018).
Off-line synthesis of evolutionarily stable normative systems. Autonomous Agents and Multi-Agent Systems, 32(5):635–671.
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 Sichman, J. S., Padget, J., Ossowski, S., and Noriega, P., editors, Coordination, Organizations, Institutions, and Norms in Agent Systems III, pages 203–217, Berlin, Heidelberg. Springer Berlin Heidelberg.
Shoham, Y. and Tennenholtz, M. (1992). On the synthesis of useful social laws for artificial agent societies (preliminary report). In AAAI, pages 276–281. AAAI Press / The MIT Press.
Shoham, Y. and Tennenholtz, M. (1995). On social laws for artificial agent societies: off-line design. Artificial Intelligence, 73(1):231 – 252. Computational Research on Interaction and Agency, Part 2.
van der Hoek, W., Roberts, M., and Wooldridge, M. (2007). Social laws in alternating time: effectiveness, feasibility, and synthesis. Synthese, 156(1):1–19.
Walker, A. and Wooldridge, M. (1995). Understanding the emergence of conventions in multi-agent systems. In International Conference on Multiagent Systems, ICMAS’95, pages 384–389. MIT Press.
Weiss, G., editor (1999). Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence. MIT Press, Cambridge, MA.
Wooldridge, M. and Jennings, N. R. (1995). Intelligent agents: theory and practice. The Knowledge Engineering Review, 10(2):115–152.
Boella, G. and van der Torre, L. (2007). Norm negotiation in multiagent systems. International Journal of Cooperative Information Systems (IJCIS) Special Issue: Emergent Agent Societies, 16(2).
Boella, G., van der Torre, L., and Verhagen, H. (2006). Introduction to normative multiagent systems. Computational & Mathematical Organization Theory, 12(2):71–79.
Christelis, G. D. (2011). Automated Norm Synthesis in Planning Environments. PhD thesis, University of Edinburgh.
Epstein, J. M. (2001). Learning to be thoughtless: Social norms and individual computation. Computational Economics, 18(1):9–24.
Frantz, C. K. and Pigozz, G. (2018). Modeling norm dynamics in multi-agent systems.
Griffiths, N. and Luck, M. (2011). Norm diversity and emergence in tag-based cooperation. In De Vos, M., Fornara, N., Pitt, J. V., and Vouros, G., editors, Coordination, Organizations, Institutions, and Norms in Agent Systems VI, pages 230–249, Berlin, Heidelberg. Springer Berlin Heidelberg.
Huhns, M. N. and Stephens, L. M. (1999). Multiagent systems. chapter Multiagent Systems and Societies of Agents, pages 79–120. MIT Press, Cambridge, MA, USA.
Kittock, J. (1995). Emergent conventions and the structure of multi–agent systems. In Lectures in Complex systems: the proceedings of the 1993 Complex systems summer school, Santa Fe Institute Studies in the Sciences of Complexity Lecture Volume VI, Santa Fe Institute, pages 507–521. Addison-Wesley.
Mahmoud, S., Griffiths, N., Keppens, J., Taweel, A., Bench-Capon, T. J. M., and Luck, M. (2015). Establishing norms with metanorms in distributed computational systems. Artificial Intelligence and Law, 23(4):367–407.
Morales, J., Lopez-Sanchez, M., Rodriguez-Aguilar, J. A., Wooldridge, M., and Vasconcelos, W. (2013). Automated synthesis of normative systems. In Proceedings of the 2013 International Conference on Autonomous Agents and Multi-agent Systems, AAMAS ’13, pages 483–490, Richland, SC. International Foundation for Autonomous Agents and Multiagent Systems.
Morales, J., Wooldridge, M., Rodriguez-Aguilar, J. A., and Lopez-Sanchez, M. (2018).
Off-line synthesis of evolutionarily stable normative systems. Autonomous Agents and Multi-Agent Systems, 32(5):635–671.
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 Sichman, J. S., Padget, J., Ossowski, S., and Noriega, P., editors, Coordination, Organizations, Institutions, and Norms in Agent Systems III, pages 203–217, Berlin, Heidelberg. Springer Berlin Heidelberg.
Shoham, Y. and Tennenholtz, M. (1992). On the synthesis of useful social laws for artificial agent societies (preliminary report). In AAAI, pages 276–281. AAAI Press / The MIT Press.
Shoham, Y. and Tennenholtz, M. (1995). On social laws for artificial agent societies: off-line design. Artificial Intelligence, 73(1):231 – 252. Computational Research on Interaction and Agency, Part 2.
van der Hoek, W., Roberts, M., and Wooldridge, M. (2007). Social laws in alternating time: effectiveness, feasibility, and synthesis. Synthese, 156(1):1–19.
Walker, A. and Wooldridge, M. (1995). Understanding the emergence of conventions in multi-agent systems. In International Conference on Multiagent Systems, ICMAS’95, pages 384–389. MIT Press.
Weiss, G., editor (1999). Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence. MIT Press, Cambridge, MA.
Wooldridge, M. and Jennings, N. R. (1995). Intelligent agents: theory and practice. The Knowledge Engineering Review, 10(2):115–152.
Publicado
02/05/2019
Como Citar
ALVES, Jhonatan; HÜBNER, Jomi Fred; MARCHI, Jerusa.
Uma Proposta Preliminar de Síntese Automática de Normas para Sistemas Multiagente. In: WORKSHOP-ESCOLA DE SISTEMAS DE AGENTES, SEUS AMBIENTES E APLICAÇÕES (WESAAC), 13. , 2019, Florianópolis/SC.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2019
.
p. 194-199.
ISSN 2326-5434.
