2018
IJCAI
IJCAI 2018
A Savage-style Utility Theory for Belief Functions
Abstract
In this paper, we provide an axiomatic justification for decision making with belief functions by studying the belief-function counterpart of Savage's Theorem where the state space is finite and the consequence set is a continuum [l, M] (l Keywords:Uncertainty in AI: Decision;Utility Theory Uncertainty in AI: Uncertainty in AI
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Keyword Pioneer
— utility theory
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Hot Topic Early Bird
— decision making
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy