Frederick Callaway
Frederick Callaway
PhD student in Psychology, Princeton University
Adresse e-mail validée de princeton.edu - Page d'accueil
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A resource-rational analysis of human planning.
F Callaway, F Lieder, P Das, S Gul, PM Krueger, T Griffiths
CogSci, 2018
572018
Learning to select computations
F Callaway, S Gul, PM Krueger, TL Griffiths, F Lieder
arXiv preprint arXiv:1711.06892, 2017
402017
Discovering rational heuristics for risky choice
S Gul, PM Krueger, F Callaway, TL Griffiths, F Lieder
KogWis 2018, 2018
332018
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
322019
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
322018
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
292019
Mouselab-MDP: A new paradigm for tracing how people plan
F Callaway, F Lieder, P Krueger, TL Griffiths
OSF Preprints, 2017
162017
Fixation patterns in simple choice are consistent with optimal use of cognitive resources
F Callaway, A Rangel, T Griffiths
PsyArXiv, 2020
11*2020
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
Proceedings of the 42nd Annual Conference of the Cognitive Science Society …, 2020
42020
Measuring how people learn how to plan.
YR Jain, F Callaway, F Lieder
CogSci, 1956-1962, 2019
42019
Discovering simple heuristics from mental simulation
F Callaway, J Hamrick, TL Griffiths
OSF Preprints, 2017
42017
Human planning as optimal information seeking
F Callaway, B van Opheusden, S Gul, P Das, P Krueger, F Lieder, ...
Manuscript in preparation, 2021
32021
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
32019
Human Priors in Hierarchical Program Induction
MK Ho, S Sanborn, F Callaway, D Bourgin, T Griffiths
Computational Cognitive Neuroscience (CCN) 1, 2018
32018
Learning to select computations
F Lieder, F Callaway, S Gul, PM Krueger, TL Griffiths
NIPS workshop on Cognitively Informed AI, 2017
32017
Optimal nudging
F Callaway, MD Hardy, TL Griffiths
Proceedings of the 42nd Annual Conference of the Cognitive Science Society …, 2020
22020
Remediating Cognitive Decline with Cognitive Tutors
P Das, F Callaway, TL Griffiths, F Lieder
4th Multidisciplinary Conference on Reinforcement Learning and Decision …, 2019
22019
A reward shaping method for promoting metacognitive learning
F Lieder, PM Krueger, F Callaway, TL Griffiths
PsyArXiv, 2017
22017
Fixation patterns in simple choice reflect optimal information sampling
F Callaway, A Rangel, TL Griffiths
PLoS computational biology 17 (3), e1008863, 2021
12021
Resource-rational Task Decomposition to Minimize Planning Costs
CG Correa, MK Ho, F Callaway, TL Griffiths
arXiv preprint arXiv:2007.13862, 2020
12020
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