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Shie Mannor

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Batch-Size Independent Regret Bounds for the Combinatorial Multi-Armed Bandit Problem

May 29, 2019
Nadav Merlis, Shie Mannor

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Inverse Reinforcement Learning in Contextual MDPs

May 29, 2019
Philip Korsunsky, Stav Belogolovsky, Tom Zahavy, Chen Tessler, Shie Mannor

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Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies

May 27, 2019
Yonathan Efroni, Nadav Merlis, Mohammad Ghavamzadeh, Shie Mannor

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Distributional Policy Optimization: An Alternative Approach for Continuous Control

May 23, 2019
Chen Tessler, Guy Tennenholtz, Shie Mannor

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Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces

May 23, 2019
Chen Tessler, Tom Zahavy, Deborah Cohen, Daniel J. Mankowitz, Shie Mannor

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A Bayesian Approach to Robust Reinforcement Learning

May 20, 2019
Esther Derman, Daniel Mankowitz, Timothy Mann, Shie Mannor

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Image Matters: Detecting Offensive and Non-Compliant Content / Logo in Product Images

May 06, 2019
Shreyansh Gandhi, Samrat Kokkula, Abon Chaudhuri, Alessandro Magnani, Theban Stanley, Behzad Ahmadi, Venkatesh Kandaswamy, Omer Ovenc, Shie Mannor

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A Problem-Adaptive Algorithm for Resource Allocation

Feb 12, 2019
Xavier Fontaine, Shie Mannor, Vianney Perchet

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