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Picture for Paul Covington

Reinforcement Learning for Slate-based Recommender Systems: A Tractable Decomposition and Practical Methodology


May 31, 2019
Eugene Ie, Vihan Jain, Jing Wang, Sanmit Narvekar, Ritesh Agarwal, Rui Wu, Heng-Tze Cheng, Morgane Lustman, Vince Gatto, Paul Covington, Jim McFadden, Tushar Chandra, Craig Boutilier

* Short version to appear IJCAI-2019 

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Top-K Off-Policy Correction for a REINFORCE Recommender System


Dec 06, 2018
Minmin Chen, Alex Beutel, Paul Covington, Sagar Jain, Francois Belletti, Ed Chi


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