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- Norwegian University of Science and TechnologyNO5 papers
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4 papers · 2 filters
Representation Dependence in Probabilistic Inference
Joseph Y. Halpern, Daphne Koller
Non-deductive reasoning systems are often {\em representation dependent}: representing the same situation in two different ways may cause such a system to return two different answ…
Responsibility and blame: a structural-model approach
Hana Chockler, Joseph Y. Halpern
Causality is typically treated an all-or-nothing concept; either A is a cause of B or it is not. We extend the definition of causality introduced by Halpern and Pearl [2001] to tak…
Great Expectations. Part II: Generalized Expected Utility as a Universal Decision Rule
Francis C. Chu, Joseph Y. Halpern
Many different rules for decision making have been introduced in the literature. We show that a notion of generalized expected utility proposed in Part I of this paper is a univers…
Modeling Belief in Dynamic Systems, Part I: Foundations
Nir Friedman, Joseph Y. Halpern
Belief change is a fundamental problem in AI: Agents constantly have to update their beliefs to accommodate new observations. In recent years, there has been much work on axiomatic…