Choices: an introduction to decision theory
Choices: an introduction to decision theory
A Comparison of Axiomatic Approaches to Qualitative Decision Making Using Possibility Theory
UAI '01 Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence
Great expectations: part II: generalized expected utility as a universal decision rule
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Plausibility measures: a user's guide
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Generalized qualitative probability: savage revisited
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Great expectations: part II: Generalized expected utility as a universal decision rule
Artificial Intelligence
Characterizing and reasoning about probabilistic and non-probabilistic expectation
Journal of the ACM (JACM)
Decision with uncertainties, feasibilities, and utilities: towards a unified algebraic framework
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
An algebraic graphical model for decision with uncertainties, feasibilities, and utilities
Journal of Artificial Intelligence Research
Characterizing solution concepts in games using knowledge-based programs
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Algebraic Markov decision processes
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
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We propose a generalization of expected utility that we call generalized EU (GEU), where a decision maker's beliefs are represented by plausibility measures and the decision maker's tastes are represented by general (i.e., not necessarily realvalued) utility functions. We show that every agent, "rational" or not, can be modeled as a GEU maximizes We then show that we can customize GEU by selectively imposing just the constraints we want. In particular, by show how of Savage's postulates corresponds to constraints on GEU.