35 citations · 57 across the 3 of their papers we have counts for
3 papers
Cognitive Model Priors for Predicting Human Decisions
David D. Bourgin, Joshua C. Peterson, Daniel Reichman +2
Human decision-making underlies all economic behavior. For the past four decades, human decision-making under uncertainty has continued to be explained by theoretical models based…
Predicting human decisions with behavioral theories and machine learning
Ori Plonsky, Reut Apel, Eyal Ert +9
Predicting human decisions under risk and uncertainty remains a fundamental challenge across disciplines. Existing models often struggle even in highly stylized tasks like choice b…
Representational efficiency outweighs action efficiency in human program induction
Sophia Sanborn, David D. Bourgin, Michael Chang +1
The importance of hierarchically structured representations for tractable planning has long been acknowledged. However, the questions of how people discover such abstractions and h…