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Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey


Mar 10, 2020
Sanmit Narvekar, Bei Peng, Matteo Leonetti, Jivko Sinapov, Matthew E. Taylor, Peter Stone

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RecSim: A Configurable Simulation Platform for Recommender Systems


Sep 26, 2019
Eugene Ie, Chih-wei Hsu, Martin Mladenov, Vihan Jain, Sanmit Narvekar, Jing Wang, Rui Wu, Craig Boutilier

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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

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* Short version to appear IJCAI-2019 

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Learning Curriculum Policies for Reinforcement Learning


Dec 01, 2018
Sanmit Narvekar, Peter Stone

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