Discovering simple heuristics from mental simulation. - Frederick Callaway; Jessica B. Hamrick; Tom Griffiths 001 (CogSci, 2017)

A resource-rational analysis of human planning. - Frederick Callaway; Falk Lieder; Priyam Das; Sayan Gul; Paul M. Krueger; Tom Griffiths 001 (CogSci, 2018)

Learning to select computations. - Frederick Callaway; Sayan Gul; Paul M. Krueger; Thomas L. Griffiths 001; Falk Lieder (UAI, 2018)

Compositional subgoal representations. - Carlos G. Correa; Frederick Callaway; Mark K. Ho; Tom Griffiths 001 (CogSci, 2019)

Measuring how people learn how to plan. - Yash Raj Jain; Frederick Callaway; Falk Lieder (CogSci, 2019)

Optimal nudging. - Frederick Callaway; Mathew D. Hardy; Tom Griffiths 001 (CogSci, 2020)

Resource-rational Task Decomposition to Minimize Planning Costs. - Carlos G. Correa; Mark K. Ho; Frederick Callaway; Tom Griffiths 001 (CogSci, 2020)

Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment. - Anirudha Kemtur; Yash Raj Jain; Aashay Mehta; Frederick Callaway; Saksham Consul; Jugoslav Stojcheski; Falk Lieder (CogSci, 2020)

Quantifying Curiosity: A Formal Approach to Dissociating Causes of Curiosity. - Emily Liquin; Frederick Callaway; Tania Lombrozo (CogSci, 2020)

Developmental Change in What Elicits Curiosity. - Emily Liquin; Frederick Callaway; Tania Lombrozo (CogSci, 2021)

Fixation patterns in simple choice reflect optimal information sampling. - Frederick Callaway; Antonio Rangel; Thomas L. Griffiths 001 (PLoS Comput. Biol., 2021)

People seek easily interpretable information. - Samuel J. Cheyette; Frederick Callaway; Neil R. Bramley; Jonathan D. Nelson; Josh Tenenbaum 001 (CogSci, 2023)

Exploring the hierarchical structure of human plans via program generation. - Carlos G. Correa; Sophia Sanborn; Mark K. Ho; Frederick Callaway; Nathaniel D. Daw; Thomas L. Griffiths 001 (CoRR, 2023)

Humans decompose tasks by trading off utility and computational cost. - Carlos G. Correa; Mark K. Ho; Frederick Callaway; Nathaniel D. Daw; Thomas L. Griffiths 001 (PLoS Comput. Biol., 2023)

Learning to Learn Functions. - Michael Y. Li; Fred Callaway; William D. Thompson; Ryan P. Adams; Thomas L. Griffiths 001 (Cogn. Sci., 2023)

Centaur: a foundation model of human cognition. - Marcel Binz; Elif Akata; Matthias Bethge; Franziska Brändle; Fred Callaway; Julian Coda-Forno; Peter Dayan; Can Demircan; Maria K. Eckstein; Noémi Élteto; Thomas L. Griffiths 001; Susanne Haridi; et al. (CoRR, 2024)

Inverting Cognitive Models With Neural Networks to Infer Preferences From Fixations. - Evan M. Russek; Frederick Callaway; Thomas L. Griffiths 001 (Cogn. Sci., 2024)