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