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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Bibliographic Details
Main Authors: Schulz, Eric, Tenenbaum, Joshua B, Duvenaud, David, Speekenbrink, Maarten, Gershman, Samuel J
Other Authors: Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Format: Article
Language:English
Published: Elsevier BV 2021
Online Access:https://hdl.handle.net/1721.1/133410