Frederick Callaway

24 papers A 1B 15Journal 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adversarial construction as a potential solution to the experiment design problem in large task spaces. CoRR Prakhar Godara, Frederick Callaway, Marcelo G. Mattar
2025	B	`conf`	A Variational Neural Network Model of Resource-Rational Reward Encoding in Human Planning. CogSci Zhuojun Ying, Frederick Callaway, Roy Fox, Anastasia Kiyonaga, Marcelo G. Mattar
2025	B	`conf`	Counterfactual error-monitoring in human planning. CogSci Doris Yu, Frederick Callaway, Marcelo G. Mattar
2025	B	`conf`	Decompose, Deduce, and Dispose: A Memory-Limited Metacognitive Model of Human Problem Solving. CogSci Samuel J. Cheyette, Tony Chen, Matthias Hofer, Frederick Callaway, Neil R. Bramley, Joshua B. Tenenbaum
2024	J	`jnl`	Inverting Cognitive Models With Neural Networks to Infer Preferences From Fixations. Cogn. Sci. Evan M. Russek, Frederick Callaway, Thomas L. Griffiths
2024	B	`conf`	Resource-Rational Encoding of Reward Information in Planning. CogSci Zhuojun Ying, Frederick Callaway, Anastasia Kiyonaga, Marcelo G. Mattar
2024	B	`conf`	Revealing human planning strategies with eye-tracking. CogSci Frederick Callaway, Miaomiao Yu, Marcelo G. Mattar
2023	J	`jnl`	Exploring the hierarchical structure of human plans via program generation. CoRR Carlos G. Correa, Sophia Sanborn, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths
2023	J	`jnl`	Humans decompose tasks by trading off utility and computational cost. PLoS Comput. Biol. Carlos G. Correa, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths
2023	B	`conf`	People seek easily interpretable information. CogSci Samuel J. Cheyette, Frederick Callaway, Neil R. Bramley, Jonathan D. Nelson, Josh Tenenbaum
2022	—	`—`	Cognition as a sequential decision problem. Frederick Callaway
2022	J	`jnl`	Humans decompose tasks by trading off utility and computational cost. CoRR Carlos G. Correa, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths
2021	B	`conf`	Developmental Change in What Elicits Curiosity. CogSci Emily Liquin, Frederick Callaway, Tania Lombrozo
2021	J	`jnl`	Fixation patterns in simple choice reflect optimal information sampling. PLoS Comput. Biol. Frederick Callaway, Antonio Rangel, Thomas L. Griffiths
2020	B	`conf`	Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment. CogSci Anirudha Kemtur, Yash Raj Jain, Aashay Mehta, Frederick Callaway, Saksham Consul, Jugoslav Stojcheski, Falk Lieder
2020	B	`conf`	Optimal nudging. CogSci Frederick Callaway, Mathew D. Hardy, Tom Griffiths
2020	B	`conf`	Quantifying Curiosity: A Formal Approach to Dissociating Causes of Curiosity. CogSci Emily Liquin, Frederick Callaway, Tania Lombrozo
2020	B	`conf`	Resource-rational Task Decomposition to Minimize Planning Costs. CogSci Carlos G. Correa, Mark K. Ho, Frederick Callaway, Tom Griffiths
2019	B	`conf`	Compositional subgoal representations. CogSci Carlos G. Correa, Frederick Callaway, Mark K. Ho, Tom Griffiths
2019	B	`conf`	Measuring how people learn how to plan. CogSci Yash Raj Jain, Frederick Callaway, Falk Lieder
2018	B	`conf`	A resource-rational analysis of human planning. CogSci Frederick Callaway, Falk Lieder, Priyam Das, Sayan Gul, Paul M. Krueger, Tom Griffiths
2018	A	`conf`	Learning to select computations. UAI Frederick Callaway, Sayan Gul, Paul M. Krueger, Thomas L. Griffiths, Falk Lieder
2017	B	`conf`	Discovering simple heuristics from mental simulation. CogSci Frederick Callaway, Jessica B. Hamrick, Tom Griffiths
2017	J	`jnl`	Learning to select computations. CoRR Falk Lieder, Frederick Callaway, Sayan Gul, Paul M. Krueger, Thomas L. Griffiths