Journal of Logic, Language and Information 24 (3):267-288 (2015)
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Abstract |
Most models of rational action assume that all possible states and actions are pre-defined and that preferences change only when beliefs do. But several decision and game problems lack these features, calling for a dynamic model of preferences: preferences can change when unforeseen possibilities come to light or when there is no specifiable or measurable change in belief. We propose a formally precise dynamic model of preferences that extends an existing static model. Our axioms for updating preferences preserve consistency while minimising change, like Hansson’s :1–28, 1995). But unlike prior models of preference change, ours supports default reasoning with partial preference information, which is essential to handle decision problems where the decision tree isn’t surveyable. We also show that our model avoids problems for other models of preference change discussed in Spohn
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Keywords | Preference CP-nets Decision making Observing unknown possibilities |
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DOI | 10.1007/s10849-015-9221-8 |
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References found in this work BETA
Intention, Plans, and Practical Reason.Michael Bratman - 1987 - Cambridge: Cambridge, MA: Harvard University Press.
Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference.Judea Pearl - 1988 - Morgan Kaufmann.
On the Logic of Theory Change: Partial Meet Contraction and Revision Functions.Carlos E. Alchourrón, Peter Gärdenfors & David Makinson - 1985 - Journal of Symbolic Logic 50 (2):510-530.
Presupposition Projection and the Semantics of Attitude Verbs.Irene Heim - 1992 - Journal of Semantics 9 (3):183-221.
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Citations of this work BETA
Reductionism About Understanding Why.Insa Lawler - 2016 - Proceedings of the Aristotelian Society 116 (2):229-236.
Persuasion with Limited Sight.Alex Lascarides & Markus Guhe - 2019 - Review of Philosophy and Psychology 10 (1):1-33.
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