Abstract
This chapter provides a brief survey of argumentation in multi-agent systems. It is not only brief, but rather idiosyncratic, and focuses on the areas of research that most interest the authors, and those which seem to be the most active at the time of writing.
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References
Amgoud, L.: A formal framework for handling conflicting desires. In: Nielsen, T.D., Zhang, N.L. (eds.) ECSQARU 2003. LNCS (LNAI), vol. 2711, pp. 552–563. Springer, Heidelberg (2003)
Amgoud, L., Dimopoulos, Y., Moraitis, P.: A unified and general framework for argumentation-based negotiation. In: AAMAS 2007, Honolulu, Hawaii, USA, ACM Press, New York (2007)
Amgoud, L., Kaci, S.: On the generation of bipolar goals in argumentation-based negotiation. In: Rahwan, I., Moraïtis, P., Reed, C. (eds.) ArgMAS 2004. LNCS (LNAI), vol. 3366, Springer, Heidelberg (2005)
Amgoud, L., Maudet, N.: Strategical considerations for argumentative agents (preliminary report). In: Benferhat, S., Giunchiglia, E. (eds.) NMR 2002: Special session on Argument, Dialogue and Decision, pp. 399–407 (2002)
Amgoud, L., Maudet, N., Parsons, S.: Modelling dialogues using argumentation. In: Durfee, E. (ed.) ICMAS 1998, Boston MA, USA, pp. 31–38. IEEE Press, Los Alamitos (1998)
Amgoud, L., Parsons, S., Maudet, N.: Arguments, dialogue, and negotiation. In: Horn, W. (ed.) ECAI 2000, pp. 338–342. IOS Press, Amsterdam, Netherlands (2000)
Aristotle: Topics. In: Ross, W.D. (ed.) Clarendon, Oxford, UK (1928)
Atkinson, K., Bench-Capon, T., McBurney, P.: A dialogue game protocol for multi-agent argument over proposals for action. Autonomous Agents and Multi-Agent Systems 11(2), 153–171 (2006) Special issue on Argumentation in Multi-Agent Systems
Bench-Capon, T.J.M.: Argument in artificial intelligence and law. Artificial Intelligence and Law 5(4), 249–261 (1997)
Bourgne, G., Hette, G., Maudet, N., Pinson, S.: Hypothesis refinement under topological communication constraints. In: AAMAS-2007, Honolulu, Hawaii (May 2007)
Brewka, G.: Nonmonotonic Reasoning: Logical Foundations of Commonsense. Cambridge University Press, Cambridge (1991)
Caminadas, M.: Semi-stable semantics. In: Dunne, P.E., Bench-Capon, T.J.M. (eds.) COMMA 2006. Frontiers in Artificial Intelligence and Applications, pp. 121–130. IOS Press, Amsterdam (2006)
Cayrol, C., Devred, C., Lagasquie-Schiex, M.-C.: Handling controversial arguments in bipolar argumentation systems. In: Dunne, P.E., Bench-Capon, T.J.M. (eds.) COMMA 2006. Frontiers in Artificial Intelligence and Applications, pp. 261–272. IOS Press, Amsterdam (2006)
Chesñevar, C.I., Maguitman, A., Loui, R.P.: Logical models of argument. ACM Computing Surveys 32(4), 337–383 (2000)
Chesñevar, C.I., McGinnis, J., Modgil, S., Rahwan, I., Reed, C., Simari, G., South, M., Vreeswijk, G., Willmott, S.: Towards an argument interchange format. The Knowledge Engineering Review 21(4), 293–316 (2007)
Coste-Marquis, S., Devred, C., Konieczny, S., Lagasquie-Schiex, M.-C., Marquis, P.: Merging argumentation systems. In: AAAI 2005, Pittsburgh, USA, pp. 614–619. AAAI Press, Stanford, California, USA (2005)
Dignum, F., Dunin-Kȩplicz, B., Berbrugge, R.: Agent theory for team formation by dialogue. In: Castelfranchi, C., Lespérance, Y. (eds.) ATAL 2000. LNCS (LNAI), vol. 1986, pp. 150–166. Springer, Heidelberg (2001)
Dignum, F., Dunin-Kȩplicz, B., Berbrugge, R.: Creating collective intention through dialogue. Logic Journal of the IGPL 9(2), 289–303 (2001)
Doyle, J.: A truth maintenance system. Artificial Intelligence 12, 231–272 (1979)
Dung, P.M.: On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games. Artificial Intelligence 77(2), 321–358 (1995)
Elhadad, M.: Using argumentation in text generation. Journal of Pragmatics 24, 189–220 (1995)
Elvang-Gøransson, M., Krause, P., Fox, J.: Acceptability of arguments as logical uncertainty. In: Moral, S., Kruse, R., Clarke, E. (eds.) ECSQARU 1993. LNCS, vol. 747, pp. 85–90. Springer, Heidelberg (1993)
Ferguson, G.: Knowledge Representation and Reasoning for Mixed-Initiative Planning. PhD thesis, Computer Science Department, University of Rochester, URCS TR 562 (January 1995)
Fernández, R., Endriss, U.: Abstract models for dialogue protocols. Journal of Logic, Language and Information 16(2), 121–140 (2007)
FIPA. Communicative Act Library Specification. Technical Report XC00037H, Foundation for Intelligent Physical Agents (August 10, 2001)
Fox, J., Barber, D., Bardhan, K.D.: Alternatives to Bayes? A quantitative comparison with rule-based diagnostic inference. Methods of Information in Medicine 19, 210–215 (1980)
Fox, J., Krause, P., Ambler, S.: Arguments, contradictions and practical reasoning. In: Neumann, B. (ed.) ECAI-1992, Vienna, Austria, pp. 623–627 (1992)
Fox, J., Parsons, S.: Arguing about beliefs and actions. In: Hunter, A., Parsons, S. (eds.) Applications of Uncertainty Formalisms. LNCS (LNAI), vol. 1455, pp. 266–302. Springer, Heidelberg (1998)
Gärdenfors, P.: Knowledge in Flux: Modeling the Dynamics of Epistemic States. MIT Press, Cambridge (1988)
Georgeff, M.P.: Planning. Annual Review of Computer Science 2, 359–400 (1987)
Gordon, T.F., Karacapilidis, N.: The Zeno argumentation framework. In: Proceedings of the Sixth International Conference on AI and Law, pp. 10–18. ACM Press, New York (1997)
Hamblin, C.L.: Fallacies. Methuen, London, UK (1970)
Hitchcock, D., McBurney, P., Parsons, S.: A framework for deliberation dialogues. In: Hansen, H.V., Tindale, C.W., Blair, J.A., Johnson, R.H. (eds.) OSSA 2001, Ontario, Canada (2001)
Horvitz, E.J., Breese, J.S., Henrion, M.: Decision theory in expert systems and artificial intelligence. International Journal of Approximate Reasoning 2, 247–302 (1988)
Hulstijn, J.: Dialogue models for enquiry and transaction. PhD thesis, Universiteit Twente, Enschede, The Netherlands (2000)
Hulstijn, J., van der Torre, L.: Combining goal generation and planning in an argumentation framework. In: Hunter, A., Lang, J. (eds.) NMR 2004, Whistler, Canada (June 2004)
Jung, H., Tambe, M.: Towards argumentation as distributed constraint satisfaction. In: Proceedings of AAAI Fall Symposium on Negotiation Methods for Autonomous Cooperative Systems, AAAI Press, Stanford, California, USA (2001)
Jung, H., Tambe, M., Kulkarni, S.: Argumentation as distributed constraint satisfaction: applications and results. In: Müller, J.P., Andre, E., Sen, S., Frasson, C. (eds.) Proceedings of the Fifth International Conference on Autonomous Agents, Montreal, Canada, pp. 324–331. ACM Press, New York (2001)
Kakas, A.C., Moraitis, P.: Argumentation based decision making for autonomous agents. In: Rosenschein, J.S., Sandholm, T., Wooldridge, M., Yokoo, M. (eds.) AAMAS-2003, Melbourne, Victoria, pp. 883–890. ACM Press, New York (2003)
Karunatillake, N.C., Jennings, N.R.: Is it worth arguing? In: Rahwan, I., Moraïtis, P., Reed, C. (eds.) ArgMAS 2004. LNCS (LNAI), vol. 3366, pp. 234–250. Springer, Heidelberg (2005)
Krause, P., Ambler, S., Elvang-Gøransson, M., Fox, J.: A logic of argumentation for reasoning under uncertainty. Computational Intelligence 11, 113–131 (1995)
Loui, R.P.: Defeat among arguments: a system of defeasible inference. Computational Intelligence 3, 100–106 (1987)
Loui, R.P.: Process and policy: Resource-bounded non-demonstrative reasoning. Computational Intelligence 14, 1–38 (1993)
Maudet, N., Chaib-draa, B.: Commitment-based and dialogue-game based protocols – new trends in agent communication language. Knowledge Engineering Review 17(2), 157–179 (2003)
Mbarki, M., Bentahar, J., Moulin, B.: Strategic and tactic reasoning for communicating agents. In: Maudet, N., Parsons, S., Rahwan, I. (eds.) ArgMAS 2007. LNCS (LNAI), vol. 4766, Springer, Heidelberg, Germany (2007)
McBurney, P., Parsons, S.: Dialogue game protocols. In: Huget, M.-P. (ed.) Communication in Multiagent Systems. LNCS (LNAI), vol. 2650, pp. 269–283. Springer, Heidelberg (2003)
McBurney, P., van Eijk, R.M., Parsons, S., Amgoud, L.: A dialogue-game protocol for agent purchase negotiations. Journal of Autonomous Agents and Multi-Agent Systems 7(3), 235–273 (2003)
McCarthy, J.: Circumscription – a form of non-monotonic reasoning. Artificial Intelligence 13, 27–39 (1980)
Nielsen, S.H., Parsons, S.: Computing preferred extensions for argumentation systems with sets of attacking arguments. In: Dunne, P.E., Bench-Capon, T.J.M. (eds.) COMMA 2006, pp. 97–108. IOS Press, Amsterdam (2006)
Ontañón, S., Plaza, E.: Arguments and counterexamples in case-based joint deliberation. In: Maudet, N., Parsons, S., Rahwan, I. (eds.) ArgMAS 2007. LNCS (LNAI), vol. 4766, Springer, Heidelberg, Germany (2007)
Oren, N., Norman, T.J., Preece, A.: Loose lips sink ships: A heuristic for argumentation. In: Maudet, N., Parsons, S., Rahwan, I. (eds.) ArgMAS 2007. LNCS (LNAI), vol. 4766, Springer, Heidelberg, Germany (2007)
Parsons, S., Fox, J.: Argumentation and decision making: A position paper. In: Gabbay, D.M., Ohlbach, H.J. (eds.) FAPR 1996. LNCS, vol. 1085, pp. 705–709. Springer, Heidelberg (1996)
Parsons, S., Green, S.: Argumentation and qualitative decision making. In: Hunter, A., Parsons, S. (eds.) ECSQARU 1999. LNCS (LNAI), vol. 1638, pp. 328–339. Springer, Heidelberg (1999)
Parsons, S., McBurney, P., Sklar, E., Wooldridge, M.: On the relevance of utterances in formal inter-agent dialogues. In: AAMAS-2007, Honolulu, HI (May 2007)
Parsons, S., McBurney, P., Wooldridge, M.: Some preliminary steps towards a meta-theory for formal inter-agent dialogues. In: Rahwan, I., Moraïtis, P., Reed, C. (eds.) ArgMAS 2004. LNCS (LNAI), vol. 3366, Springer, Heidelberg (2005)
Parsons, S., Sierra, C., Jennings, N.: Agents that reason and negotiate by arguing. Journal of Logic and Computation 8(3), 261–292 (1998)
Parsons, S., Sklar, E.: How agents alter their beliefs after an argumentation-based dialogue. In: Parsons, S., Maudet, N., Moraitis, P., Rahwan, I. (eds.) ArgMAS 2005. LNCS (LNAI), vol. 4049, Springer, Heidelberg (2006)
Parsons, S., Wooldridge, M.J., Amgoud, L.: On the outcomes of formal inter-agent dialogues. In: Rosenschein, J., Sandholm, T., Wooldridge, M.J, Yokoo, M. (eds.) AAMAS-2003, pp. 616–623. ACM Press, New York (2003)
Parsons, S., Wooldridge, M.J., Amgoud, L.: Properties and complexity of formal inter-agent dialogues. Journal of Logic and Computation 13(3), 347–376 (2003)
Pollock, J.L.: Defeasible reasoning. Cognitive Science 11, 481–518 (1987)
Pollock, J.L.: The logical foundations of goal-regression planning in autonomous agents. Artificial Intelligence 106(2), 267–334 (1998)
Prakken, H.: On dialogue systems with speech acts, arguments, and counterarguments. In: Brewka, G., Moniz Pereira, L., Ojeda-Aciego, M., de Guzmán, I.P. (eds.) JELIA 2000. LNCS (LNAI), vol. 1919, Springer, Heidelberg (2000)
Prakken, H.: Relating protocols for dynamic dispute with logics for defeasible argumentation. Synthese 127, 187–219 (2001)
Prakken, H.: Coherence and flexibility in dialogue games for argumentation. Journal of Logic and Computation 15, 1009–1040 (2005)
Prakken, H.: Formal systems for persuasion dialogue. The Knowledge Engineering Review 21, 163–188 (2006)
Prakken, H., Reed, C., Walton, D.N.: Argumentation schemes and generalisations in reasoning about evidence. In: Proceedings of the 9th international conference on artificial intelligence and law, pp. 32–41. ACM Press, New York (2003)
Prakken, H., Sartor, G.: The role of logic in computational models of legal argument: a criticial survey. In: Pauli, J. (ed.) Learning-Based Robot Vision. LNCS, vol. 2048, pp. 342–343. Springer, Heidelberg (2001)
Prakken, H., Vreeswijk, G.: Logics for defeasible argumentation. In: Gabbay, D., Guenthner, F. (eds.) Handbook of Philosophical Logic, 2nd edn. vol. 4, pp. 219–318. Kluwer Academic Publishers, Dordrecht, Netherlands (2002)
Rahwan, I.: Interest-based Negotiation in Multi-Agent Systems. PhD thesis, Department of Information Systems, University of Melbourne, Melbourne, Australia (2004)
Rahwan, I., Pasquier, P., Sonenberg, L., Dignum, F.: On the benefits of exploiting underlying goals in argument-based negotiation. In: Holte, R.C., Howe, A. (eds.) AAAI-2007, Menlo Park CA, USA, AAAI Press, Stanford, California, USA (2007)
Rahwan, I., Ramchurn, S.D, Jennings, N.R., McBurney, P., Parsons, S., Sonenberg, L.: Argumentation based negotiation. Knowledge Engineering Review 18(4), 343–375 (2003)
Rahwan, I., Zablith, F., Reed, C.: Laying the foundations for a world wide argument web. Artificial Intelligence (to appear, 2007)
Rao, A.S., Georgeff, M.P.: BDI-agents: from theory to practice. In: Proceedings of the First International Conference on Multiagent Systems, San Francisco, USA (1995)
Reed, C., Norman, T.J.: Argumentation Machines: New Frontiers in Argument and Computation. Argumentation Library, vol. 9. Kluwer Academic Publishers, Dordrecht, The Netherlands (2004)
Reiter, R.: A logic for default reasoning. Artificial Intelligence 13, 81–132 (1980)
Rueda, S.V., García, A.J., Simari, G.R.: Argument-based negotiation among BDI agents. Computer Science & Technology 2(7) (2002)
Sadri, F., Toni, F., Torroni, P.: Logic agents, dialogues and negotiation: an abductive approach. In: Stathis, K., Schroeder, M. (eds.) Proceedings of the AISB 2001 Symposium on Information Agents for E-Commerce (2001)
Simari, G.R., Garcia, A.J., Capobianco, M.: Actions, planning and defeasible reasoning. In: Proceedings of the 10th International Workshop on Non-Monotonic Reasoning, Whistler BC, Canada, pp. 377–384 (2004)
Simari, G.R., Loui, R.P.: A mathematical treatment of defeasible reasoning and its implementation. Artificial Intelligence 53, 125–157 (1992)
Sycara, K.: The PERSUADER. In: Shapiro, D. (ed.) The Encyclopedia of Artificial Intelligence, John Wiley & Sons, Chichester (1992)
van Eemeren, F.H., Grootendorst, R.F., Henkemans, F.S.: Fundamentals of Argumentation Theory: A Handbook of Historical Backgrounds and Contemporary Applications. Lawrence Erlbaum Associates, Hillsdale NJ, USA (1996)
Verheij, B.: Dialectical argumentation with argumentation schemes: An approach to legal logic. Artificial Intelligence and Law 11(1-2), 167–195 (2003)
Walton, D.N.: Argumentation Schemes for Presumptive Reasoning. Erlbaum, Mahwah, NJ, USA (1996)
Wurman, P.R., Wellman, M.P., Walsh, W.E.: A parametrization of the auction design space. Games and Economic Behavior 35(1-2), 304–338 (2001)
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Maudet, N., Parsons, S., Rahwan, I. (2007). Argumentation in Multi-Agent Systems: Context and Recent Developments. In: Maudet, N., Parsons, S., Rahwan, I. (eds) Argumentation in Multi-Agent Systems. ArgMAS 2006. Lecture Notes in Computer Science(), vol 4766. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-75526-5_1
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