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Frederick Callaway
Frederick Callaway
PhD student in Psychology, Princeton University
Verified email at princeton.edu - Homepage
Title
Cited by
Cited by
Year
A resource-rational analysis of human planning.
F Callaway, F Lieder, P Das, S Gul, PM Krueger, T Griffiths
CogSci, 2018
742018
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
542019
Learning to select computations
F Callaway, S Gul, PM Krueger, TL Griffiths, F Lieder
arXiv preprint arXiv:1711.06892, 2017
532017
A cognitive tutor for helping people overcome present bias
F Lieder, F Callaway, YR Jain, PM Krueger, P Das, S Gul, TL Griffiths
The Fourth Multidisciplinary Conference on Reinforcement Learning and …, 2019
372019
Discovering rational heuristics for risky choice
S Gul, PM Krueger, F Callaway, TL Griffiths, F Lieder
KogWis 2018, 2018
352018
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
332018
Fixation patterns in simple choice reflect optimal information sampling
F Callaway, A Rangel, TL Griffiths
PLoS computational biology 17 (3), e1008863, 2021
312021
Mouselab-MDP: A new paradigm for tracing how people plan
F Callaway, F Lieder, P Krueger, TL Griffiths
OSF Preprints, 2017
242017
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
19*2020
Human planning as optimal information seeking
F Callaway, B van Opheusden, S Gul, P Das, P Krueger, F Lieder, ...
Manuscript in preparation, 2021
122021
Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment.
A Kemtur, YR Jain, A Mehta, F Callaway, S Consul, J Stojcheski, F Lieder
CogSci, 2020
92020
Measuring how people learn how to plan.
YR Jain, F Callaway, F Lieder
CogSci, 1956-1962, 2019
92019
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
72019
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, PM Krueger, F Lieder
Manuscript in revision, 2021
62021
Resource-rational task decomposition to minimize planning costs
CG Correa, MK Ho, F Callaway, TL Griffiths
arXiv preprint arXiv:2007.13862, 2020
62020
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
52021
Human priors in hierarchical program induction
MK Ho, S Sanborn, F Callaway, D Bourgin, T Griffiths
Computational Cognitive Neuroscience (CCN) 1, 2018
52018
Discovering simple heuristics from mental simulation
F Callaway, J Hamrick, TL Griffiths
OSF Preprints, 2017
42017
A reward shaping method for promoting metacognitive learning
F Lieder, PM Krueger, F Callaway, TL Griffiths
PsyArXiv, 2017
42017
Rational use of cognitive resources in human planning
F Callaway, B van Opheusden, S Gul, P Das, PM Krueger, F Lieder, ...
Nature Human Behaviour, 1-14, 2022
32022
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