Compositional inductive biases in function learning.

How do people recognize and learn about complex functional structure? Taking inspiration from other areas of cognitive science, we propose that this is achieved by harnessing compositionality: complex structure is decomposed into simpler building blocks. We formalize this idea within the framework o...

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Detalles Bibliográficos

Publicado en:	Cognitive Psychology Vol. 99; pp. 44 - 80
Autores principales:	Schulz, Eric, Tenenbaum, Joshua B., Duvenaud, David, Speekenbrink, Maarten, Gershman, Samuel J.
Formato:	Artículo
Publicado:	Academic Press Inc. Dec2017
Materias:	Cognitive science Pattern perception Gaussian processes Compositionality (Linguistics) Extrapolation
Acceso en línea:	Ver este registro en EBSCOhost