| 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 | 100 | 2019 |
| A resource-rational analysis of human planning. F Callaway, F Lieder, P Das, S Gul, PM Krueger, T Griffiths CogSci, 2018 | 82 | 2018 |
| Fixation patterns in simple choice reflect optimal information sampling F Callaway, A Rangel, TL Griffiths PLoS computational biology 17 (3), e1008863, 2021 | 72 | 2021 |
| Learning to select computations F Callaway, S Gul, PM Krueger, TL Griffiths, F Lieder arXiv preprint arXiv:1711.06892, 2017 | 60 | 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 | 39 | 2019 |
| 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 | 38 | 2022 |
| Discovering rational heuristics for risky choice S Gul, PM Krueger, F Callaway, TL Griffiths, F Lieder KogWis 2018, 2018 | 38 | 2018 |
| 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 | 33 | 2018 |
| Mouselab-MDP: A new paradigm for tracing how people plan F Callaway, F Lieder, P Krueger, TL Griffiths OSF Preprints, 2017 | 32 | 2017 |
| 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 | 22* | 2020 |
| Human planning as optimal information seeking F Callaway, B van Opheusden, S Gul, P Das, P Krueger, F Lieder, ... Manuscript in preparation, 2021 | 17 | 2021 |
| Resource-rational task decomposition to minimize planning costs CG Correa, MK Ho, F Callaway, TL Griffiths arXiv preprint arXiv:2007.13862, 2020 | 15 | 2020 |
| 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 | 14 | 2019 |
| Measuring how people learn how to plan. YR Jain, F Callaway, F Lieder CogSci, 1956-1962, 2019 | 13 | 2019 |
| 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, 1-43, 2022 | 12 | 2022 |
| 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 | 12 | 2022 |
| 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 | 11 | 2021 |
| 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 | 9 | 2020 |
| Optimal nudging. F Callaway, M Hardy, T Griffiths CogSci, 2020 | 5 | 2020 |
| Quantifying Curiosity: A Formal Approach to Dissociating Causes of Curiosity. E Liquin, F Callaway, T Lombrozo CogSci, 2020 | 5 | 2020 |
Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton UniversityVerified email at princeton.edu
