The Representations of Human Utility

04 Dec 2023 (modified: 26 Jan 2024)PKU 2023 Fall CoRe SubmissionEveryoneRevisionsBibTeXCC BY 4.0
Keywords: utility
Abstract: This paper explores the concept of utility in decision-making, rooted in human cognition and social choices. It introduces two methodologies for acquiring human utility: leveraging visual information and affordances, and applying deep reinforce- ment learning from human preferences. The first method enhances understanding through visual cues but faces challenges in generalizability. The second method, though innovative, encounters difficulties in obtaining preference data.
Submission Number: 170
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