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Reinforcement Learning with a Terminator



Guy Tennenholtz , Nadav Merlis , Lior Shani , Shie Mannor , Uri Shalit , Gal Chechik , Assaf Hallak , Gal Dalal


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Efficient Policy Iteration for Robust Markov Decision Processes via Regularization



Navdeep Kumar , Kfir Levy , Kaixin Wang , Shie Mannor


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Efficient Risk-Averse Reinforcement Learning



Ido Greenberg , Yinlam Chow , Mohammad Ghavamzadeh , Shie Mannor


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Optimizing Tensor Network Contraction Using Reinforcement Learning



Eli A. Meirom , Haggai Maron , Shie Mannor , Gal Chechik


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Whats Missing? Learning Hidden Markov Models When the Locations of Missing Observations are Unknown



Binyamin Perets , Mark Kozdoba , Shie Mannor

* 8 pages 

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Learning to reason about and to act on physical cascading events



Yuval Atzmon , Eli A. Meirom , Shie Mannor , Gal Chechik


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Continuous Forecasting via Neural Eigen Decomposition of Stochastic Dynamics



Stav Belogolovsky , Ido Greenberg , Danny Eitan , Shie Mannor


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The Geometry of Robust Value Functions



Kaixin Wang , Navdeep Kumar , Kuangqi Zhou , Bryan Hooi , Jiashi Feng , Shie Mannor


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Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms



Jeongyeol Kwon , Yonathan Efroni , Constantine Caramanis , Shie Mannor


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Planning and Learning with Adaptive Lookahead



Aviv Rosenberg , Assaf Hallak , Shie Mannor , Gal Chechik , Gal Dalal


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