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Soft-Robust Actor-Critic Policy-Gradient


Oct 24, 2018
Esther Derman, Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor

* UAI 2018 

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Learning from Delayed Outcomes with Intermediate Observations


Jul 24, 2018
Timothy A. Mann, Sven Gowal, Ray Jiang, Huiyi Hu, Balaji Lakshminarayanan, Andras Gyorgy


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Beyond Greedy Ranking: Slate Optimization via List-CVAE


May 24, 2018
Ray Jiang, Sven Gowal, Timothy A. Mann, Danilo J. Rezende

* Preliminary work. Under review by the Neural Information Processing Systems (NIPS) 2018 

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Learning Robust Options


Feb 09, 2018
Daniel J. Mankowitz, Timothy A. Mann, Pierre-Luc Bacon, Doina Precup, Shie Mannor


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Adaptive Lambda Least-Squares Temporal Difference Learning


Dec 30, 2016
Timothy A. Mann, Hugo Penedones, Shie Mannor, Todd Hester


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Iterative Hierarchical Optimization for Misspecified Problems (IHOMP)


Jun 07, 2016
Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor

* arXiv admin note: text overlap with arXiv:1506.03624 

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Adaptive Skills, Adaptive Partitions (ASAP)


Jun 07, 2016
Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor


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Bootstrapping Skills


Jun 11, 2015
Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor


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Actively Learning to Attract Followers on Twitter


Apr 16, 2015
Nir Levine, Timothy A. Mann, Shie Mannor


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