A brand new ball game: Bayes net and neural net learning mechanisms in young children

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by Alison Gopnik, et al.

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157 A theory of causal learning in children: Causal maps and Bayes nets – Alison Gopnik, Clark Glymour, David M. Sobel, Laura E. Schulz, Tamar Kushnir, David Danks - 2004
for assistance in data collection and analysis; Jim Morgan, Melanie – David M. Sobel, Natasha Z. Kirkham, Megan Blossom, Carl Dambowski, Marco Deleon, Amelia Hausauer, Debbie Kim, Ayla Nero, Judith Pond, Karen Rathbun
33 Theory-based causal induction – Thomas L. Griffiths, Joshua B. Tenenbaum - 2003
6 Can Being Scared Cause Tummy Aches? Naive Theories, Ambiguous Evidence, and Preschoolers ’ Causal Inferences – Laura E. Schulz, Elizabeth Baraff Bonawitz, Thomas L. Griffiths
2 Bayes and blickets: Effects of knowledge on causal induction in children and adults – Thomas L. Griffiths, David M. Sobel, Joshua B. Tenenbaum, Alison Gopnik
Causal Learning Across Domains 1 Running head: Causal Learning Across Domains Causal Learning Across Domains – Laura E. Schulz, Alison Gopnik
30 Causal learning across domains – Laura E. Schulz, Alison Gopnik - 2004
21 Bayesian generic priors for causal learning – Hongjing Lu, Alan L. Yuille, Mimi Liljeholm, Patricia W. Cheng, Keith J. Holyoak - 2008
Statistical and causal reasoning – David M. Sobel, Natasha Z. Kirkham
Inferring Hidden Causal Structure – unknown authors - 2009
89 Structure and Strength in Causal Induction – Thomas L. Griffiths, Joshua B. Tenenbaum
22 Beyond covariation: Cues to causal structure – Michael R. Waldmann, York Hagmayer, Steven A. Sloman, David A. Lagnado, David A. Lagnado - 2006
13 Intuitive theories as grammars for causal inference – Joshua B. Tenenbaum, Thomas L. Griffiths, Sourabh Niyogi - 2007
Conditional interventions – Laura E. Schulz, Alison Gopnik, Clark Glymour
McDonnell Foundation Causal Learning Collaborative Initiative – Laura E. Schulz, Jessica Sommerville, Helen Gordon
Education Award and a McDonnell Foundation Collaborative Initiative Causal Learning – Laura E. Schulz, Elizabeth Baraff Bonawitz, Thomas L. Griffiths
Elemental Causal Induction – Thomas L. Griffiths, Joshua B. Tenenbaum
1 A tutorial introduction to Bayesian models of cognitive development – Amy Perfors, Joshua B. Tenenbaum, Thomas L. Griffiths, Fei Xu
14 Two proposals for causal grammar – Thomas L. Griffiths, Joshua B. Tenenbaum - 2007