Publications

    Theory Learning

  • E. Bonawitz, T.D. Ullman, A. Gopnik, J. B. Tenenbaum:
    Sticking to the evidence? A computational and behavioral case study of micro-theory change in the domain of magnetism (pdf) (bibtex)
    IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL)
    #children, #theory learning, #intuitive theories, #magnetism
    @article{E.Bonawitz:2012:e7f24,
    author = {E. Bonawitz and T.D. Ullman and A. Gopnik and J. B. Tenenbaum},
    journal = {IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL)},
    title = {Sticking to the evidence? A computational and behavioral case study of micro-theory change in the domain of magnetism},
    year = {2012},
    keywords = {children, theory learning, intuitive theories, magnetism},
    doi = {},
    url = {http://cocosci.berkeley.edu/Liz/BonawitzetalICDL12.pdf}
    }
  • T. D. Ullman, N. D. Goodman and J. B. Tenenbaum:
    Theory learning as stochastic search in the language of thought (pdf) (bibtex)
    Cognitive Development
    #children, #theory learning, #intuitive theories, #mcmc, #search
    @article{T.D.Ullman:2012:1b1b6,
    author = {T. D. Ullman and N. D. Goodman and J. B. Tenenbaum},
    journal = {Cognitive Development},
    title = { Theory learning as stochastic search in the language of thought},
    year = {2012},
    keywords = {children, theory learning, intuitive theories, mcmc, search},
    doi = {},
    url = {http://www.mit.edu/~tomeru/papers/tlss-final.pdf}
    }
  • N. D. Goodman, T. D. Ullman, and J. B. Tenenbaum:
    Learning a theory of causality (pdf) (bibtex)
    Proceedings of the Thirty-First Annual Conference of the Cognitive Science Society
    #causality, #theory learning, #causal networks
    @article{N.D.Goodman:2009:c52b4,
    author = {N. D. Goodman and T. D. Ullman and and J. B. Tenenbaum},
    journal = {Proceedings of the Thirty-First Annual Conference of the Cognitive Science Society},
    title = {Learning a theory of causality},
    year = {2009},
    keywords = {causality, theory learning, causal networks},
    doi = {},
    url = {http://www.stanford.edu/~ngoodman/papers/LTBC_v2.pdf}
    }
  • N. D. Goodman, T. D. Ullman, and J. B. Tenenbaum:
    Learning a theory of causality (pdf) (bibtex)
    Psychological review
    #causality, #theory learning, #causal networks
    @article{N.D.Goodman:2011:7e2b8,
    author = {N. D. Goodman and T. D. Ullman and and J. B. Tenenbaum},
    journal = {Psychological review},
    title = {Learning a theory of causality},
    year = {2011},
    keywords = {causality, theory learning, causal networks},
    doi = {},
    url = {http://www.stanford.edu/~ngoodman/papers/LTBC_psychreview_final.pdf}
    }
  • T. D. Ullman, N. D. Goodman and J. B. Tenenbaum:
    Theory acquisition as stochastic search (pdf) (bibtex)
    Proceedings of the Thirty-Second Annual Conference of the Cognitive Science Society
    #theory learning, #intuitive theories, #development, #mcmc
    @article{T.D.Ullman:2010:08551,
    author = {T. D. Ullman and N. D. Goodman and J. B. Tenenbaum},
    journal = {Proceedings of the Thirty-Second Annual Conference of the Cognitive Science Society},
    title = {Theory acquisition as stochastic search},
    year = {2010},
    keywords = {theory learning, intuitive theories, development, mcmc},
    doi = {},
    url = {http://web.mit.edu/tomeru/www/papers/tlss2010.pdf}
    }

add/edit publications