Abstract
This paper presents a dramatic model for self-regulation of social exchange processes in multiagent systems, based on the concepts of Drama Theory. The model has five phases of dramatic resolution, which involve feelings, emotions, trust and reputation. Agents with different social exchange strategies interact each other in order to maximize their strategy-based fitness functions. The objective is to obtain a more natural model than the ones existing in the literature, which are based on (partially observable) Markov decision processes or in game theory, so that it can be applied in real-world applications. We aim at promoting more balanced and fair multiagent interactions, increasing the number of successful social exchanges and, thus, promoting the continuity of social exchanges.
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Notes
- 1.
Material exchanges are concerned just with the short-term aspects of the interaction, involving only exchange values generated immediately after the interaction. [2].
- 2.
BDI stands for “Beliefs, Desires, Intentions”, a particular cognitive agent model introduced in [16].
- 3.
See [11] for a discussion on the Nash Equilibrium of the Game of Social Exchange Processes.
References
Piaget, J.: Sociological Studies. Routlege, London (1995)
Dimuro, G.P., Costa, A.C.R., Palazzo, L.: Systems of exchange values as tools for multi-agent organizations. J. Braz. Comput. Soc. 11, 27–40 (2005)
Rodrigues, M.R., da Rocha Costa, A.C.: Using qualitative exchange values to improve the modelling of social interactions. In: Hales, D., Edmonds, B., Norling, E., Rouchier, J. (eds.) MABS 2003. LNCS (LNAI), vol. 2927, pp. 57–72. Springer, Berlin (2004)
Rodrigues, M.R., Costa, A.C.R., Bordini, R.: A system of exchange values to support social interactions in artificial societies. In: Proceedings of the 2nd International Conference on Autonomous Agents and Multiagents Systems, AAMAS 2003, Melbourne, pp. 81–88. ACM Press (2003)
Grimaldo, F., Lozano, M.A., Barber, F.: Coordination and sociability for intelligent virtual agents. In: Sichman, J.S., Padget, J., Ossowski, S., Noriega, P. (eds.) COIN 2007. LNCS (LNAI), vol. 4870, pp. 58–70. Springer, Heidelberg (2008)
Dimuro, G.P., da Rocha Costa, A.C., Gonçalves, L.V., Hübner, A.: Centralized regulation of social exchanges between personality-based agents. In: Noriega, P., Vázquez-Salceda, J., Boella, G., Boissier, O., Dignum, V., Fornara, N., Matson, E. (eds.) COIN 2006. LNCS (LNAI), vol. 4386, pp. 338–355. Springer, Heidelberg (2007)
Pereira, D.R., Gonçalves, L.V., Dimuro, G.P., Costa, A.C.R.: Towards the self-regulation of personality-based social exchange processes in multiagent systems. In: Zaverucha, G., da Costa, A.L. (eds.) SBIA 2008. LNCS (LNAI), vol. 5249, pp. 113–123. Springer, Heidelberg (2008)
Dimuro, G.P., Costa, A.R.C., Gonçalves, L.V., Pereira, D.: Recognizing and learning models of social exchange strategies for the regulation of social interactions in open agent societies. J. Braz. Comput. Soc. 17, 143–161 (2011)
Dimuro, G.P., da Rocha Costa, A.C.: Regulating social exchanges in open MAS: The problem of reciprocal conversions between POMDPs and HMMs. Inf. Sci. 323, 16–33 (2015)
Rodrigues, M.R.: Social techniques for effective interactions in open cooperative systems. Ph.D. thesis, University of Southampton, Southhampton (2007)
Macedo, L.F.K., Dimuro, G.P., Aguiar, M.S., Coelho, H.: An evolutionary spatial game-based approach for the self-regulation of social exchanges in MAS. In: Schaub, T., Friedrich, G., O’Sullivan, B., (eds.) ECAI 2014–21st European Conference on Artificial Intelligence, Proceedings in Frontier in Artificial Intelligence and Applications, vol. 263, Netherlands, pp. 573–578. IOS Press (2014)
Von Laer, A., Dimuro, G.P., Adamatti, D.F.: Analysing the influence of the cultural aspect in the self-regulation of social exchanges in MAS societies: an evolutionary game-based approach. In: Pereira, F., Machado, P., Costa, E., Cardoso, A. (eds.) EPIA 2015. LNCS, vol. 9273, pp. 673–686. Springer, Heidelberg (2015)
Rabin, M.: Incorporating fairness into game theory and economics. Am. Econ. Rev. 86(5), 1281–1302 (1993)
Xianyu, B.: Social preference, incomplete information, and the evolution of ultimatum game in the small world networks: An agent-based approach. J. Artif. Soc. Soc. Simul. 13, 2 (2010)
Macedo, L.F.K., Dimuro, G.P., Aguiar, M.S., Costa, A.C.R., Mattos, V.L.D., Coelho, H.: Analyzingthe evolution of social exchange strategies in social preference-based MAS throughan evolutionary spatial approach of the ultimatum game. In: 2012 Third BrazilianWorkshopon Social Simulation, BWSS 2012, Los Alamitos, pp. 83–90. IEEE (2012)
Rao, A.S., Georgeff, M.P.: Modeling rational agents within a BDI-architecture. In: Fikes, R., Sandewall, E. (eds.) Proceedings og the 2nd International Conference on Principles of Knowledge Representation and Reasoning, pp. 473–484. Morgan Kaufmann, San Mateo (1991)
Bordini, R.H., Hübner, J.F., Wooldrige, M.: Programming Multi-agent Systems in AgentSpeak Using Jason. Wiley Series in Agent Technology. John Wiley & Sons, Chichester (2007)
von Neumann, J., Morgenstern, O.: Theory of Games and Economic Behavior. Wiley, New York (1944)
Luce, R.D., Raiffa, H.: Games and Decisions: Introduction and Critical Survey. Dover, New York (1989)
Leyton-Brown, K., Shoham, Y.: Essentials of Game Theory: A Concise, Multidisciplinary Introduction. Morgan & Claypool, San Rafael (2008)
Howard, N.: Drama theory and its relation to game theory. part 1: Dramatic resolution vs. rational solution. Group Decis. Negot. 3(2), 187–206 (1994)
Howard, N.: What is Drama Theory? (2016). Acessed January 2016
Ortony, A., Clore, G.L., Collins, A.: The Cognitive Structure of Emotionsn. Cambridge University Press, Cambridge (1988)
Rojas, Y.E.L., Adamatti, D.F., Dimuro, G.P.: Trust transference on social exchanges among triads of agents based on dependence relations and reputation. In: Proceedings of 2nd International Workshop on Smart Simulation and Modelling for Complex Systems at 24th Internacional Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires (2015)
Howard, N.: Soft game theory. Inf. Decis. Technol. 16, 215–227 (1990)
Howard, N.: Drama theory and its relation to game theory. part 2: Formal model of the resolution process. Group Decis. Negot. 3(2), 207–235 (1994)
Adamatti, D.F., Bazzan, A.: Afrodite - ambiente de simulação baseado em agentes com emoções. In: Proceedings of ABS 2003 - Agent Based Simulation, Montpellier (2003)
Marsh, S.: Formalising Trust as a Computational Concept. Ph.D. thesis, University of Stirling (1994)
Sabater, J., Sierra, C.: Review on computational trust and reputation models. Artif. Intell. Rev. 24(1), 33–60 (2005)
Sabater, J., Sierra, C.: Reputation and social network analysis in multi-agent systems. In: Proceedings of the First International Conference on Autonomous Agents and Multiagents Systems, AAMAS 2002, pp. 475–482. ACM (2002)
Huynh, T.D., Jennings, N.R., Shadbolt, N.R.: An integrated trust and reputation model for open multi-agent systems. Auton. Agent. Multi-Agent Syst. 13(2), 119–154 (2006)
Yu, H., Miao, C., An, B., Shen, Z., Leung, C.: Reputation-aware task allocation for human trustees. In: Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014, New York, pp. 357–364. IFAAMAS/ACM (2014)
Rodrigues, H.D.N., Adamatti, D.F., Dimuro, G.P.: Modelagem de agentes BDI-Fuzzy submetidos ao processo de reputação. In: X Workshop-Escola de Sistemas de Agentes, seus Ambientes e Aplicações, p. 143. UFF, Niterói (2015)
Sabater, J., Sierra, C.: Regret: A reputation model for gregarious societies. In: Proceedings of the Fourth Workshop on Deception Fraud and Trust in Agent Societies, pp. 61–70 (2001)
Hübner, J.F., Vercouter, L., Boissier, O.: Instrumenting multi-agent organisations with artifacts to support reputation processes. In: Hübner, J.F., Matson, E., Boissier, O., Dignum, V. (eds.) COIN@AAMAS 2008. LNCS, vol. 5428, pp. 96–110. Springer, Heidelberg (2009)
Acknowledgments
This work was partially supported by the Brazilian funding agencies CAPES and CNPQ, under Processes 481283/2013-7, 306970/2013-9 and 232827/2014-1. G.P. Dimuro is in a sabatic year at Departamento de Automática y Computación, Universidad Pública de Navarra, under the Brazilian Program of Science without Borders, CNPq/Brazil.
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Wotter, R.G., Adamatti, D.F., Dimuro, G.P. (2016). Self-regulation of Social Exchange Processes: A Model Based in Drama Theory. In: Bajo, J., et al. Highlights of Practical Applications of Scalable Multi-Agent Systems. The PAAMS Collection. PAAMS 2016. Communications in Computer and Information Science, vol 616. Springer, Cham. https://doi.org/10.1007/978-3-319-39387-2_14
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