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Christopher G. Lucas
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Changes in cognitive flexibility and hypothesis search across human life history from childhood to adolescence to adulthood
A Gopnik, S O’Grady, CG Lucas, TL Griffiths, A Wente, S Bridgers, ...
Proceedings of the National Academy of Sciences 114 (30), 7892-7899, 2017
5122017
When children are better (or at least more open-minded) learners than adults: Developmental differences in learning the forms of causal relationships
CG Lucas, S Bridgers, TL Griffiths, A Gopnik
Cognition 131 (2), 0
364*
When younger learners can be better (or at least more open-minded) than older ones
A Gopnik, TL Griffiths, CG Lucas
Current directions in psychological science 24 (2), 87-92, 2015
2802015
A rational model of function learning
CG Lucas, TL Griffiths, JJ Williams, ML Kalish
Psychonomic bulletin & review 22 (5), 1193-1215, 2015
1502015
The child as econometrician: A rational model of preference
C Lucas, T Griffiths, F Xu, C Fawcett, A Gopnik, T Kushnir, L Markson, ...
PLOS ONE, 2014
1422014
Learning the form of causal relationships using hierarchical Bayesian models
CG Lucas, TL Griffiths
Cognitive Science 34 (1), 113-147, 2010
1372010
People learn other people’s preferences through inverse decision-making
A Jern, CG Lucas, C Kemp
Cognition 168, 46-64, 2017
1182017
Embodied large language models enable robots to complete complex tasks in unpredictable environments
R Mon-Williams, G Li, R Long, W Du, CG Lucas
Nature Machine Intelligence, 1-10, 2025
952025
The human kernel
AG Wilson, C Dann, C Lucas, EP Xing
Advances in neural information processing systems 28, 2015
942015
Can transformer be too compositional? analysing idiom processing in neural machine translation
V Dankers, C Lucas, I Titov
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
932022
Modeling human function learning with Gaussian processes
TL Griffiths, CG Lucas, ML Kalish, J Williams
NIPS, 2008
932008
An improved probabilistic account of counterfactual reasoning.
CG Lucas, C Kemp
Psychological review 122 (4), 700, 2015
842015
Inferring hidden causal structure
T Kushnir, A Gopnik, C Lucas, L Schulz
Cognitive science 34 (1), 148-160, 2010
592010
A rational model of preference learning and choice prediction by children
C Lucas, T Griffiths, F Xu, C Fawcett
Advances in neural information processing systems 21, 2008
592008
Superhuman performance of a large language model on the reasoning tasks of a physician
PG Brodeur, TA Buckley, Z Kanjee, E Goh, EB Ling, P Jain, S Cabral, ...
arXiv preprint arXiv:2412.10849, 2024
532024
Counterfactuals and the logic of causal selection.
T Quillien, CG Lucas
Psychological Review 131 (5), 1208, 2024
482024
A model of conceptual bootstrapping in human cognition
B Zhao, CG Lucas, NR Bramley
Nature Human Behaviour 8 (1), 125-136, 2024
472024
Non‐Bayesian inference: Causal structure trumps correlation
B Bes, S Sloman, CG Lucas, É Raufaste
Cognitive Science 36 (7), 1178-1203, 2012
452012
What's new? A comprehension bias in favor of informativity
H Rohde, R Futrell, CG Lucas
Cognition 209, 104491, 2021
432021
Automating the practice of science: Opportunities, challenges, and implications
S Musslick, LK Bartlett, SH Chandramouli, M Dubova, F Gobet, TL Griffiths, ...
Proceedings of the National Academy of Sciences 122 (5), e2401238121, 2025
372025
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Articles 1–20