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Online Apprenticeship Learning


Feb 13, 2021
Lior Shani, Tom Zahavy, Shie Mannor


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Mirror Descent Policy Optimization


Jun 09, 2020
Manan Tomar, Lior Shani, Yonathan Efroni, Mohammad Ghavamzadeh


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Optimistic Policy Optimization with Bandit Feedback


Feb 19, 2020
Yonathan Efroni, Lior Shani, Aviv Rosenberg, Shie Mannor

* 34 pages 

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Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs


Sep 06, 2019
Lior Shani, Yonathan Efroni, Shie Mannor

* 58 pages 

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Multi Instance Learning For Unbalanced Data


Dec 17, 2018
Mark Kozdoba, Edward Moroshko, Lior Shani, Takuya Takagi, Takashi Katoh, Shie Mannor, Koby Crammer


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Revisiting Exploration-Conscious Reinforcement Learning


Dec 13, 2018
Lior Shani, Yonathan Efroni, Shie Mannor


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