Frederick Callaway
Frederick Callaway
Postdoc in Psychology, NYU & Harvard
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Doing more with less: meta-reasoning and meta-learning in humans and machines
TL Griffiths, F Callaway, MB Chang, E Grant, PM Krueger, F Lieder
Current Opinion in Behavioral Sciences 29, 24-30, 2019
Fixation patterns in simple choice reflect optimal information sampling
F Callaway, A Rangel, TL Griffiths
PLoS computational biology 17 (3), e1008863, 2021
A resource-rational analysis of human planning.
F Callaway, F Lieder, P Das, S Gul, PM Krueger, T Griffiths
CogSci, 2018
Rational use of cognitive resources in human planning
F Callaway, B van Opheusden, S Gul, P Das, PM Krueger, TL Griffiths, ...
Nature Human Behaviour 6 (8), 1112-1125, 2022
Learning to select computations
F Callaway, S Gul, PM Krueger, TL Griffiths, F Lieder
arXiv preprint arXiv:1711.06892, 2017
A cognitive tutor for helping people overcome present bias
F Lieder, F Callaway, YR Jain, PM Krueger, P Das, S Gul, TL Griffiths
RLDM 2019, 2019
Discovering rational heuristics for risky choice
S Gul, PM Krueger, F Callaway, TL Griffiths, F Lieder
KogWis 2018, 2018
Mouselab-MDP: A new paradigm for tracing how people plan
F Callaway, F Lieder, P Krueger, TL Griffiths
OSF Preprints, 2017
Discovering and teaching optimal planning strategies
F Lieder, F Callaway, PM Krueger, P Das, TL Griffiths, S Gul
The 14th biannual conference of the German Society for Cognitive Science, GK, 2018
A rational model of people’s inferences about others’ preferences based on response times
V Gates, F Callaway, MK Ho, TL Griffiths
Cognition 217, 104885, 2021
Fixation patterns in simple choice are consistent with optimal use of cognitive resources
F Callaway, A Rangel, TL Griffiths
PsyArXiv preprint PsyArXiv: https://doi. org/10.31234/osf. io/57v6k, 2020
Humans decompose tasks by trading off utility and computational cost
CG Correa, MK Ho, F Callaway, ND Daw, TL Griffiths
PLoS computational biology 19 (6), e1011087, 2023
Leveraging artificial intelligence to improve people’s planning strategies
F Callaway, YR Jain, B van Opheusden, P Das, G Iwama, S Gul, ...
Proceedings of the National Academy of Sciences 119 (12), e2117432119, 2022
Human planning as optimal information seeking
F Callaway, B Van Opheusden, S Gul, P Das, P Krueger, F Lieder, ...
Manuscript in preparation, 2021
Resource-rational task decomposition to minimize planning costs
CG Correa, MK Ho, F Callaway, TL Griffiths
arXiv preprint arXiv:2007.13862, 2020
A computational process-tracing method for measuring people’s planning strategies and how they change over time
YR Jain, F Callaway, TL Griffiths, P Dayan, R He, PM Krueger, F Lieder
Behavior Research Methods 55 (4), 2037-2079, 2023
Developmental change in what elicits curiosity
EG Liquin, F Callaway, T Lombrozo
Proceedings of the annual meeting of the cognitive science society 43 (43), 2021
Measuring how people learn how to plan.
YR Jain, F Callaway, F Lieder
CogSci, 1956-1962, 2019
How do people learn how to plan?
YR Jain, S Gupta, V Rakesh, P Dayan, F Callaway, F Lieder
Conference on cognitive computational neuroscience (ccn 2019), 826-829, 2019
Optimal nudging for cognitively bounded agents: A framework for modeling, predicting, and controlling the effects of choice architectures.
F Callaway, M Hardy, TL Griffiths
Psychological Review, 2023
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