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Contingencies from Observations: Tractable Contingency Planning with Learned Behavior Models


Apr 21, 2021
Nicholas Rhinehart, Jeff He, Charles Packer, Matthew A. Wright, Rowan McAllister, Joseph E. Gonzalez, Sergey Levine

* To be published at ICRA 2021. Project page: https://sites.google.com/view/contingency-planning 

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Assessing Generalization in Deep Reinforcement Learning


Oct 29, 2018
Charles Packer, Katelyn Gao, Jernej Kos, Philipp Krähenbühl, Vladlen Koltun, Dawn Song

* 18 pages, 6 figures 

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Visually-Aware Personalized Recommendation using Interpretable Image Representations


Aug 21, 2018
Charles Packer, Julian McAuley, Arnau Ramisa

* AI for Fashion workshop, held in conjunction with KDD 2018, London. 4 pages 

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Learning Compatibility Across Categories for Heterogeneous Item Recommendation


Sep 29, 2016
Ruining He, Charles Packer, Julian McAuley

* 11 pages, 5 figures 

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