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 | 139 | 2019 |
Fixation patterns in simple choice reflect optimal information sampling F Callaway, A Rangel, TL Griffiths PLoS computational biology 17 (3), e1008863, 2021 | 112 | 2021 |
A resource-rational analysis of human planning. F Callaway, F Lieder, P Das, S Gul, PM Krueger, T Griffiths CogSci, 2018 | 97 | 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 | 96 | 2022 |
Learning to select computations F Callaway, S Gul, PM Krueger, TL Griffiths, F Lieder arXiv preprint arXiv:1711.06892, 2017 | 66 | 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 | 40 | 2019 |
Discovering rational heuristics for risky choice S Gul, PM Krueger, F Callaway, TL Griffiths, F Lieder KogWis 2018, 2018 | 39 | 2018 |
Mouselab-MDP: A new paradigm for tracing how people plan F Callaway, F Lieder, P Krueger, T Griffiths OSF, 2017 | 39 | 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 | 34 | 2018 |
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 | 33 | 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 | 30 | 2022 |
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 | 28* | 2020 |
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 | 27 | 2021 |
Resource-rational task decomposition to minimize planning costs CG Correa, MK Ho, F Callaway, TL Griffiths arXiv preprint arXiv:2007.13862, 2020 | 23 | 2020 |
Human planning as optimal information seeking F Callaway, B Van Opheusden, S Gul, P Das, P Krueger, F Lieder, ... Manuscript in preparation, 2021 | 20 | 2021 |
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 | 17 | 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 | 16 | 2021 |
Measuring how people learn how to plan. YR Jain, F Callaway, F Lieder CogSci, 1956-1962, 2019 | 15 | 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 | 15 | 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 | 12 | 2023 |