Essay.08-PenglinCai-2100017825
Keywords: Utility function; Preference; Computational models
Abstract: Utility functions are vital to human decision-making process, representing a preference over inhomogeneous things and goods. However, it has always been a difficult open problem to utilize a unified computational framework of estimating, learning, and representing human utilities, since utility functions are internal and implicit to humans, and can be different across individuals. Inspired by multiple related studies, we aim to design possible ways of computational models to learn and represent human utility. In this essay, we also present the strengths and weaknesses of each method.
Submission Number: 166
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