Abstract
The research aim of this paper is to represent everyday-life patterns of thought like “Because I know, what you think I think ...” by a process on a machine, which is involved in an interaction with humans, who also think in such patterns. It analyzes from the perspective of AI the relevant results of such fields as epistemic logic, game theory and psychological investigations of human behavior in strategic interactions. As a result of this interdisciplinary research, a very simple basic interaction scenario and a computer algorithm for managing machine ”thoughts” and behavior are designed.
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References
Heuer, A.G., Leopold-Wildburger, U.: Silverman’s Game. Springer, Berlin (1995)
Becker, C., Prendinger, H., Ishizuka, M., Wachsmuth, I.: Evaluating affective feedback of the 3d agent max in a competitive cards game. In: Tao, J., Tan, T., Picard, R.W. (eds.) ACII 2005. LNCS, vol. 3784, pp. 466–473. Springer, Heidelberg (2005)
Billings, D., Burch, N., Davidson, A., Holte, R., Schaeffer, J., Schauenberg, T., Szafron, D.: Approximating game-theoretic optimal strategies for full-scale poker. In: IJCAI 2003 (2003)
Brazier, F.M.T., Treur, J.: Compositional modelling of reflective agents. Int. J. Hum.-Comput. Stud. 50(5), 407–431 (1999)
Fagin, R., Halpern, J., Moses, Y., Vardi, M.: Reasoning about Knowledge. The MIT Press, Cambridge (1995)
Camerer, F.C.: Behavioral Game Theory. Princeton University Press, New Jersey (2003)
Hedden, T., Zhang, J.: What do you think I think you think?: Strategic reasoning in matrix games. Cognition 85(1), 1–36 (2002)
Kahneman, D., Slovic, P., Tversky, A.: Judgement under uncertainty - Heuristics and biases. Cambridge University Press, Cambridge (1981)
Kareev, Y.: Not that bad after all: Generation of random sequences. Journal of Experimental Psychology: Human Percetion and Performance 18(4), 1189–1194 (1992)
Mol, L., Verbrugge, R., Hendriks, P.: Learning to reason about other people’s minds. In: Hall, L., Heylen, D. (eds.) Proceedings of the Joint Symposium on Virtual Social Agents. The Society for the Study of Artificial Intelligence and the Simulation of Behaviour (AISB), pp. 191–198 (2005)
Ono, T., Imai, M.: Reading a robot’s mind: A model of utterance understanding based on the theory of mind mechanism. In: Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence, pp. 142–148. AAAI Press / The MIT Press (2000)
Osborne, M., Rubinstein, A.: A Course in Game Theory. MIT Press, Cambridge (1994)
Prechelt, L.: A motivating example problem for teaching adaptive systems design. SIGCSE Bull. 26(4), 25–34 (1994)
Stahl, D.O., Wilson, P.W.: Experimental evidence on players’ models of other players. Journal of Economic Behavior and Organisation 25, 309–327 (1994)
Tagiew, R.: Gegenseitiges geschachteltes Modellieren in der Interaktion mit einem künstlichen Agenten. Diplomarbeit, Universität Bielefeld (2007)
Weber, R.: Behavior and learning in the dirty faces game. Experimental Economics 4(3), 229–242 (2001)
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Tagiew, R. (2008). Simplest Scenario for Mutual Nested Modeling in Human-Machine-Interaction. In: Dengel, A.R., Berns, K., Breuel, T.M., Bomarius, F., Roth-Berghofer, T.R. (eds) KI 2008: Advances in Artificial Intelligence. KI 2008. Lecture Notes in Computer Science(), vol 5243. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85845-4_45
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DOI: https://doi.org/10.1007/978-3-540-85845-4_45
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-85844-7
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