Softstar: Heuristic-guided probabilistic inference

Recent machine learning methods for sequential behavior prediction estimate the motives of behavior rather than the behavior itself. This higher-level abstraction improves generalization in different prediction settings, but computing predictions often becomes intractable in large decision spaces. W...

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Bibliographic Details
Main Authors: Monfort, Mathew, Lake, Brenden M., Ziebart, Brian, Lucey, Patrick, Tenenbaum, Joshua B
Other Authors: Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Format: Article
Published: Neural Information Processing Systems Foundation, Inc. 2017
Online Access:http://hdl.handle.net/1721.1/112751
https://orcid.org/0000-0002-1925-2035