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
