Relational inductive bias for physical construction in humans and machines

While current deep learning systems excel at tasks such as object classification, language processing, and gameplay, few can construct or modify a complex system such as a tower of blocks. We hypothesize that what these systems lack is a "relational inductive bias": a capacity for reasonin...

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Hauptverfasser:	Hamrick, Jessica B, Allen, Kelsey R, Bapst, Victor, Zhu, Tina, McKee, Kevin R, Tenenbaum, Joshua B, Battaglia, Peter W
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Learning Statistics - Machine Learning
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