Abstract
Beliefs play complex and sometimes confusing roles in AI. This paper surveys (i) a variety of notions of belief, (ii) formal efforts to characterize beliefs, and (iii) how beliefs are related to action, to language, and to commonsense. In addition, we will consider certain logical tensions between beliefs and consistency.
The author would like to express thanks for support for this research, from grants funded by AFOSR and ONR.
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References
Aichourron, C, Gardenfors, P., and Makinson, D. (1985). On the logic of theory change. J. Symbolic Logic, 50:510–530.
Bacchus, F., Grove, A., Halpern, J., and Koller, D. (1993). Statistical foundations for default reasoning. In IJCAI, pages 563–569.
Churchland, P. (1984). Matter and Consciousness. MIT Press, Cambridge, MA.
des Rivières, J. and Levesque, H. (1986). The consistency of syntactical treatments of knowledge. In Proceedings of the conference on Theoretical Aspects of Reasoning about Knowledge, pages 115–130.
Devitt, M. (1984). Thoughts and their ascription. In French, P. A., Uehling, T. A., and Wettstein, H. K., editors, Midwest Studies in Philosophy, Volume IX: Causation and Causal Theories. University of Minnesota Press, Minneapolis, MN.
Elgot-Drapkin, J., Kraus, S., Miller, M., Nirkhe, M., and Pedis, D. (1993). Active logics: A unified formal approach to episodic reasoning. Technical Report UMIACS TR # 99–65, CS-TR # 4072, Univ of Maryland, UMIACS and CSD.
Elgot-Drapkin, J. and Perlis, D. (1990). Reasoning situated in time I: Basic concepts. Journal of Experimental and Theoretical Artificial Intelligence, 2(l):75–98.
Fagin, R., Halpern, J., Moses, Y., and Vardi, M. Y. (1995). Reasoning About Knowledge. MIT Press.
Gettier, E. (1963). Is justified true belief knowledge? Analysis, 23:121–123.
Gilmore, P. (1974). The consistency of partial set theory without extensionality. In Jech, T., editor, Axiomatic Set Theory, pages 147–153. Amer. Math. Soc.
Ginsberg, M., editor (1987). Readings in Nonmonotonic Reasoning. Morgan Kaufmann.
Gurney, J., Perlis, D., and Purang, K. (1997). Interpreting presuppositions using active logic: From contexts to utterances. Computational Intelligence, 13(3):391–413.
Hintikka, J. (1962). Knowledge and Belief Cornell University Press, Ithaca, NY.
Konolige, K. (1986). A Deduction Model of Belief Pitman, London.
Kripke, S. (1975). Outline of a theory of truth. Journal of Philosophy, 72:690–716.
Kripke, S. A. (1979). A puzzle about belief. In Margalit, A., editor, Meaning and Use: Papers Presented at the Second Jerusalem Philosophical Encounter, pages 239–283. D. Reidel.
Levesque, H. (1984). A logic of implicit and explicit belief. In Proceedings of the National Conference on Artificial Intelligence, pages 198–202, Austin, TX. American Association for Artificial Intelligence.
McDermott, D. and Doyle, J. (1980). Non-monotonic logic I. Artificial Intelligence, 13(l,2):41–72.
Miller, M. and Perlis, D. (1993). Presentations and this and that: logic in action. In Proceedings of the 15th Annual Conference of the Cognitive Science Society, pages 747–752, Boulder, Colorado.
Montague, R. (1963). Syntactical treatments of modality, with corollaries on reflection principles and finite axiomatizability. In Modal and Many- Valued Logics (Acta Philosophica Fennica, vol. 16). Academic Bookstore, Helsinki. Reprinted in R. Montague (1974). Formal Philosophy, New Haven, pp. 286–302.
Morreau, M. and Kraus, S. (1998). Syntactical treatments of propositional attitudes. Artificial Intelligence, 106:161–177.
Nilsson, N. J. (1983). Artificial intelligence prepares for 2001. AI Magazine, 4(4):7–14.
Perlis, D. (1985). Languages with self reference I: Foundations. Artificial Intelligence, 25:301–322.
Perlis, D. (1986). On the consistency of commonsense reasoning. Computational Intelligence, 2:180–190.
Perlis, D. (1988). Languages with self reference II: Knowledge, belief, and modality. Artificial Intelligence, 34:179–212.
Perlis, D. (1996). Nine sources of inconsistency in commonsense reasoning. In 1996 Workshop on Commonsense Reasoning, Stanford.
Perlis, D., Purang, K., and Andersen, C. (1998). Conversational adequacy: Mistakes are the essence. International Journal of Human Computer Studies, pages 553–575.
Reiter, R. (1980a). Equality and domain closure in first-order databases. Journal of the ACM, 27:235–249.
Reiter, R. (1980b). A logic for default reasoning. Artificial Intelligence, 13(1,2):81–132.
Thomason, R. (1980). A note on syntactical treatments of modality. Synthese, 44:391–395.
Traum, D. and Andersen, C. (1999). Representations of dialogue state for domain and task independent meta-dialogue. In Proceedings of the IJCAI99 workshop: Knowledge And Reasoning in Practical Dialogue Systems, pages 113–120.
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Perlis, D. (2000). The Role(s) of Belief in AI. In: Minker, J. (eds) Logic-Based Artificial Intelligence. The Springer International Series in Engineering and Computer Science, vol 597. Springer, Boston, MA. https://doi.org/10.1007/978-1-4615-1567-8_16
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DOI: https://doi.org/10.1007/978-1-4615-1567-8_16
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