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相关论文: Great Expectations. Part I: On the Customizability…

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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 universal decision rule, in the sense that it can represent…

人工智能 · 计算机科学 2007-05-23 Francis C. Chu , Joseph Y. Halpern

Different from shopping at retail stores, consumers on e-commerce platforms usually cannot touch or try products before purchasing, which means that they have to make decisions when they are uncertain about the outcome (e.g., satisfaction…

信息检索 · 计算机科学 2020-08-20 Zhichao Xu , Yi Han , Yongfeng Zhang , Qingyao Ai

Expected Utility: Algebraic Expected Utility In this paper, we provide two axiomatizations of algebraic expected utility, which is a particular generalized expected utility, in a von Neumann-Morgenstern setting, i.e. uncertainty…

人工智能 · 计算机科学 2012-07-02 Paul Weng

A model for decision making that generalizes Expected Utility Maximization is presented. This model, Expected Qualitative Utility Maximization, encompasses the Maximin criterion. It relaxes both the Independence and the Continuity…

计算机科学与博弈论 · 计算机科学 2007-05-23 Daniel Lehmann

In the large financial market, which is described by a model with countably many traded assets, we formulate the problem of the expected utility maximization. Assuming that the preferences of an economic agent are modeled with a stochastic…

投资组合管理 · 定量金融 2014-10-21 Oleksii Mostovyi

Classic decision-theory is based on the maximum expected utility (MEU) principle, but crucially ignores the resource costs incurred when determining optimal decisions. Here we propose an axiomatic framework for bounded decision-making that…

人工智能 · 计算机科学 2010-07-09 Pedro A. Ortega , Daniel A. Braun

Mechanism design for a social utility being the sum of agents' utilities (SoU) is a well-studied problem. There are, however, a number of problems of theoretical and practical interest where a designer may have a different objective than…

计算机科学与博弈论 · 计算机科学 2015-09-29 Abhinav Sinha , Achilleas Anastasopoulos

Motivated by several classic decision-theoretic paradoxes, and by analogies with the paradoxes which in physics motivated the development of quantum mechanics, we introduce a projective generalization of expected utility along the lines of…

量子物理 · 物理学 2024-01-18 Pierfrancesco La Mura

We introduce a new class of graphical representations, expected utility networks (EUNs), and discuss some of its properties and potential applications to artificial intelligence and economic theory. In EUNs not only probabilities, but also…

计算机科学与博弈论 · 计算机科学 2024-01-18 Pierfrancesco La Mura , Yoav Shoham

We consider a sequence of repeated interactions between an agent and an environment. Uncertainty about the environment is captured by a probability distribution over a space of hypotheses, which includes all computable functions. Given a…

人工智能 · 计算机科学 2009-12-02 Peter de Blanc

Structured utility models are essential for the effective representation and elicitation of complex multiattribute utility functions. Generalized additive independence (GAI) models provide an attractive structural model of user preferences,…

计算机科学与博弈论 · 计算机科学 2012-07-09 Darius Braziunas , Craig Boutilier

We provide foundations for decisions in face of unlikely events by extending the standard framework of Savage to include preferences indexed by a family of events. We derive a subjective lexicographic expected utility representation which…

统计理论 · 数学 2016-05-26 Hugo Cruz-Sanchez

Despite the prevalence of voting systems in the real world there is no consensus among researchers of how people vote strategically, even in simple voting settings. This paper addresses this gap by comparing different approaches that have…

计算机科学与博弈论 · 计算机科学 2019-09-24 Roy Fairstein , Adam Lauz , Kobi Gal , Reshef Meir

We implement nonparametric revealed-preference tests of subjective expected utility theory and its generalizations. We find that a majority of subjects' choices are consistent with the maximization of some utility function. They respond to…

综合经济学 · 经济学 2021-05-04 Federico Echenique , Taisuke Imai , Kota Saito

Since Leonard Savage's epoch-making "Foundations of Statistics", Subjective Expected Utility Theory has been the presumptive model for decision-making. Savage provided an act-based axiomatization of standard expected utility theory. In this…

人工智能 · 计算机科学 2018-02-12 Grant Molnar

The aim of this paper is to propose a generalization of previous approaches in qualitative decision making. Our work is based on the binary possibilistic utility (PU), which is a possibilistic counterpart of Expected Utility (EU).We first…

人工智能 · 计算机科学 2012-07-09 Paul Weng

I study robust comparative statics for risk-averse subjective expected utility (SEU) maximizers. Starting with a finite menu of actions totally ordered by sensitivity to risk, I identify the transformations of her menu that lead a…

理论经济学 · 经济学 2025-05-27 Mark Whitmeyer

User preferences for automated assistance often vary widely, depending on the situation, and quality or presentation of help. Developing effectivemodels to learn individual preferences online requires domain models that associate…

人工智能 · 计算机科学 2012-06-18 Bowen Hui , Craig Boutilier

In this paper, we first consider a Bayesian framework and model the "utility function" in terms of fuzzy random variables. On the basis of this model, we define the "prior (fuzzy) expected utility" associated with each action, and the…

人工智能 · 计算机科学 2013-04-08 Maria Angeles Gil , Pramod Jain

In this paper we extend Savage's theory of decision-making under uncertainty from a classical environment into a non-classical one. We formulate the corresponding axioms and provide representation theorems for qualitative measures and…

物理与社会 · 物理学 2007-05-23 V. I. Danilov , A. Lambert-Mogiliansky
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