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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
2712017
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
221*
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
1942015
A rational model of function learning
CG Lucas, TL Griffiths, JJ Williams, ML Kalish
Psychonomic bulletin & review 22 (5), 1193-1215, 2015
992015
Learning the form of causal relationships using hierarchical Bayesian models
CG Lucas, TL Griffiths
Cognitive Science 34 (1), 113-147, 2010
942010
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
832014
Modeling human function learning with Gaussian processes
TL Griffiths, CG Lucas, ML Kalish, J Williams
NIPS, 2008
782008
The human kernel
AG Wilson, C Dann, C Lucas, EP Xing
Advances in neural information processing systems 28, 2015
592015
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
462008
An improved probabilistic account of counterfactual reasoning.
CG Lucas, C Kemp
Psychological Review 122 (4), 700, 2015
442015
People learn other people’s preferences through inverse decision-making
A Jern, CG Lucas, C Kemp
Cognition 168, 46-64, 2017
432017
Inferring hidden causal structure
T Kushnir, A Gopnik, C Lucas, L Schulz
Cognitive science 34 (1), 148-160, 2010
422010
Non‐Bayesian inference: Causal structure trumps correlation
B Bes, S Sloman, CG Lucas, … Raufaste
Cognitive Science 36 (7), 1178-1203, 2012
402012
Developmental differences in learning the forms of causal relationships
C Lucas, A Gopnik, T Griffiths
Proceedings of the Annual Meeting of the Cognitive Science Society 32 (32), 2010
312010
Evaluating the inverse decision-making approach to preference learning
A Jern, C Lucas, C Kemp
Advances in neural information processing systems 24, 2011
292011
Causal learning across culture and socioeconomic status
AO Wente, K Kimura, CM Walker, N Banerjee, M FernŠndez Flecha, ...
Child development 90 (3), 859-875, 2019
202019
Preschoolers’ understanding of graded preferences
J Hu, CG Lucas, TL Griffiths, F Xu
Cognitive Development 36, 93-102, 2015
122015
A unified theory of counterfactual reasoning
C Lucas, C Kemp
Proceedings of the Annual Meeting of the Cognitive Science Society 34 (34), 2012
112012
Automated reasoning in the age of the internet
A Bundy, K Nuamah, C Lucas
International Conference on Artificial Intelligence and Symbolic Computation†…, 2018
102018
Functional inferences over heterogeneous data
K Nuamah, A Bundy, C Lucas
International Conference on Web Reasoning and Rule Systems, 159-166, 2016
92016
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Articles 1–20