Browse 5 peer-reviewed papers from University Of California spanning Human-AI Interaction, Reinforcement Learning from Human Feedback (RLHF) (2024–2025). Research powered by Prolific's high-quality participant data.
This page lists 5 peer-reviewed papers from researchers at University Of California in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.
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Authors: S Dandekar, S Deshmukh, F Chiu, WB Knox
Year: 2025
Published in: arXiv preprint arXiv ..., 2025 - arxiv.org
Institution: University of California, Davis, Northwestern University
Research Area: Reinforcement Learning from Human Feedback (RLHF), Human-AI Interaction, AI Theory
Discipline: Artificial Intelligence, Social Science
The paper investigates how human beliefs about agent capabilities influence preferences in RLHF, proposing a model to minimize the mismatch between beliefs and idealized agent capabilities, ultimately improving policy performance.
Methods: Human studies and synthetic experiments to model and test the impact of belief mismatches on human preferences and RLHF effectiveness.
Key Findings: Effects of human beliefs about agent capabilities on their provided preferences and the performance of RLHF policies.
DOI: https://doi.org/10.48550/arXiv.2506.01692
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Authors: Samantha Chan, Pat Pataranutaporn, Aditya Suri, Wazeer Zulfikar, Pattie Maes
Year: 2024
Published in: ArXiv
Institution: Massachusetts Institute of Technology, University of California
Research Area: Cognitive Psychology, False Memory Research, Human-AI Interaction, Conversational AI
Discipline: Cognitive Psychology, Artificial Intelligence
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Authors: HC Gordon, T Stafford, K Dommett
Year: 2024
Published in: ... of the Annual Meeting of the ..., 2024 - escholarship.org
Institution: University of California, Irvine, University of New York, Buffalo, University of Bath
Research Area: Political Advertising, Trust, Political Communication, Transparency
Discipline: Political Science, Communication
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Authors: Eladio Montero-Porras Elias Fernández Domingos
Year: 2024
Published in: ArXiv
Institution: University of California, Université Catholique de Lille, Université Libre de Bruxelles, Vrije Universiteit Brussel
Research Area: Behavioral Science, Common Pool Resource Dilemma (CPRD)
Discipline: Computer Science, Game Theory (cs.GT)
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Authors: Rachel Casper, Zenaida Aguirre-Muñoz, Michael Spivey, Heather Bortfeld
Year: 2024
Published in: Frontiers
Institution: University of California
Research Area: Bilingualism and Language Processing
Discipline: Linguistics, Psychology
