Frederick Callaway

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Case Based Planning

Hierarchically Structured

Machine Learning

Computational Cost

Top Venues

PLoS Comput. Biol.

Publications

Samuel J. Cheyette, Frederick Callaway, Neil R. Bramley, Jonathan D. Nelson, Josh Tenenbaum
People seek easily interpretable information. CogSci (2023)
Carlos G. Correa, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths
Humans decompose tasks by trading off utility and computational cost. PLoS Comput. Biol. 19 (6) (2023)
Carlos G. Correa, Sophia Sanborn, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths
Exploring the hierarchical structure of human plans via program generation. CoRR (2023)
Carlos G. Correa, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths
Humans decompose tasks by trading off utility and computational cost. CoRR (2022)
Emily Liquin, Frederick Callaway, Tania Lombrozo
Developmental Change in What Elicits Curiosity. CogSci (2021)
Frederick Callaway, Antonio Rangel, Thomas L. Griffiths
Fixation patterns in simple choice reflect optimal information sampling. PLoS Comput. Biol. 17 (3) (2021)
Emily Liquin, Frederick Callaway, Tania Lombrozo
Quantifying Curiosity: A Formal Approach to Dissociating Causes of Curiosity. CogSci (2020)
Frederick Callaway, Mathew Hardy, Tom Griffiths
Optimal nudging. CogSci (2020)
Carlos G. Correa, Mark K. Ho, Frederick Callaway, Tom Griffiths
Resource-rational Task Decomposition to Minimize Planning Costs. CogSci (2020)
Anirudha Kemtur, Yash Raj Jain, Aashay Mehta, Frederick Callaway, Saksham Consul, Jugoslav Stojcheski, Falk Lieder
Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment. CogSci (2020)
Yash Raj Jain, Frederick Callaway, Falk Lieder
Measuring how people learn how to plan. CogSci (2019)
Carlos G. Correa, Frederick Callaway, Mark K. Ho, Tom Griffiths
Compositional subgoal representations. CogSci (2019)
Frederick Callaway, Falk Lieder, Priyam Das, Sayan Gul, Paul M. Krueger, Tom Griffiths
A resource-rational analysis of human planning. CogSci (2018)
Frederick Callaway, Sayan Gul, Paul M. Krueger, Thomas L. Griffiths, Falk Lieder
Learning to select computations. UAI (2018)
Frederick Callaway, Jessica B. Hamrick, Tom Griffiths
Discovering simple heuristics from mental simulation. CogSci (2017)
Falk Lieder, Frederick Callaway, Sayan Gul, Paul M. Krueger, Thomas L. Griffiths
Learning to select computations. CoRR (2017)