Inverting Cognitive Models With Neural Networks to Infer Preferences From Fixations

• Published in: Cognitive science Vol. 48; no. 11; p. e70015
• Main Authors: Russek, Evan M., Callaway, Frederick, Griffiths, Thomas L.
• Format: Journal Article
• Language: English
• Published: 01.11.2024

Abstract Inferring an individual's preferences from their observable behavior is a key step in the development of assistive decision‐making technology. Although machine learning models such as neural networks could in principle be deployed toward this inference, a large amount of data is requir...