Selected Publications

2015

  1. Psychon Bull Rev
    A Rational Model of Function Learning
    Lucas, Christopher G., Griffiths, Thomas L., Williams, Joseph J., and Kalish, Michael L.
    Psychon Bull Rev 2015

2014

  1. PLOS ONE
    The Child as Econometrician: A Rational Model of Preference Understanding in Children
    Lucas, Christopher G., Griffiths, Thomas L., Xu, Fei, Fawcett, Christine, Gopnik, Alison, Kushnir, Tamar, Markson, Lori, and Hu, Jane
    PLOS ONE 2014
  2. CSJ
    When Children Are Better (or at Least More Open-Minded) Learners than Adults: Developmental Differences in Learning the Forms of Causal Relationships
    Lucas, Christopher G., Bridgers, Sophie, Griffiths, Thomas L., and Gopnik, Alison
    Cognition 2014

2012

  1. CSJ
    Non-Bayesian Inference: Causal Structure Trumps Correlation
    Bes, Bénédicte, Sloman, Steven, Lucas, Christopher G., and Raufaste, Éric
    Cognitive Science 2012
  2. CogSci
    Superspace Extrapolation Reveals Inductive Biases in Function Learning
    Lucas, Christopher, Sterling, Douglas, and Kemp, Charels
    In Proceedings of the Annual Meeting of the Cognitive Science Society 2012
  3. CogSci
    A Unified Theory of Counterfactual Reasoning
    Lucas, Christopher, and Kemp, Charles
    In Proceedings of the Annual Meeting of the Cognitive Science Society 2012

2011

  1. NeurIPS
    Evaluating the Inverse Decision-Making Approach to Preference Learning
    Jern, Alan, Lucas, Christopher G., and Kemp, Charles
    In Proceedings of the 24th International Conference on Neural Information Processing Systems 2011
  2. CogSci
    A Bayesian Model of Navigation in Squirrels
    Waisman, Anna, Lucas, Christopher, Griffiths, Thomas, and Jacobs, Lucia
    In Proceedings of the Annual Meeting of the Cognitive Science Society 2011

2010

  1. CSJ
    Inferring Hidden Causal Structure
    Kushnir, Tamar, Gopnik, Alison, Lucas, Chris, and Schulz, Laura
    Cognitive Science 2010
  2. CogSci
    Developmental Differences in Learning the Forms of Causal Relationships
    Lucas, Christopher, Gopnik, Alison, and Griffiths, Thomas
    In Proceedings of the Annual Meeting of the Cognitive Science Society 2010
  3. CSJ
    Learning the Form of Causal Relationships Using Hierarchical Bayesian Models
    Lucas, Christopher G., and Griffiths, Thomas L.
    Cognitive Science 2010