Intuitive Theories
- 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}
}
- 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}
}
- Tobias Gerstenberg, Joshua B. Tenenbaum:
Intuitive Theories (pdf) (bibtex)
Oxford Handbook of Causal Reasoning
#intuitive theories, #causality, #counterfactuals, #intuitive physics, #intuitive psychology
@article{TobiasGerstenberg:2017:9a988,
author = {Tobias Gerstenberg and Joshua B. Tenenbaum},
journal = {Oxford Handbook of Causal Reasoning},
title = {Intuitive Theories},
year = {2017},
keywords = {intuitive theories, causality, counterfactuals, intuitive physics, intuitive psychology},
doi = {},
url = {http://web.mit.edu/tger/www/papers/Intuitive%20Theories,%20Gerstenberg,%20Tenenbaum,%202017.pdf}
}
- Brenden M Lake, Tomer D Ullman, Joshua B Tenenbaum, Samuel J Gershman:
Building Machines That Learn and Think Like People (web) (doi) (bibtex)
Behavioral and Brain Sciences
#artificial intelligence, #intuitive theories, #intuitive physics, #intuitive psychology, #compositionality, #learning to learn
@article{BrendenMLake:2017:59b19,
author = {Brenden M Lake and Tomer D Ullman and Joshua B Tenenbaum and Samuel J Gershman},
journal = {Behavioral and Brain Sciences},
title = {Building Machines That Learn and Think Like People},
year = {2017},
keywords = {artificial intelligence, intuitive theories, intuitive physics, intuitive psychology, compositionality, learning to learn},
doi = {10.1017/S0140525X16001837},
url = {https://www.cambridge.org/core/journals/behavioral-and-brain-sciences/article/building-machines-that-learn-and-think-like-people/A9535B1D745A0377E16C590E14B94993}
}
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