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Alon Cohen

School of Electrical Engineering, Tel Aviv University, Google Research, Tel Aviv

Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics


Mar 02, 2022
Asaf Cassel, Alon Cohen, Tomer Koren


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Asynchronous Stochastic Optimization Robust to Arbitrary Delays


Jun 22, 2021
Alon Cohen, Amit Daniely, Yoel Drori, Tomer Koren, Mariano Schain


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Minimax Regret for Stochastic Shortest Path


Mar 24, 2021
Alon Cohen, Yonathan Efroni, Yishay Mansour, Aviv Rosenberg


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Online Markov Decision Processes with Aggregate Bandit Feedback


Jan 31, 2021
Alon Cohen, Haim Kaplan, Tomer Koren, Yishay Mansour


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Near-optimal Regret Bounds for Stochastic Shortest Path


Feb 23, 2020
Alon Cohen, Haim Kaplan, Yishay Mansour, Aviv Rosenberg


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Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently


Feb 19, 2020
Asaf Cassel, Alon Cohen, Tomer Koren


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Apprenticeship Learning via Frank-Wolfe


Nov 20, 2019
Tom Zahavy, Alon Cohen, Haim Kaplan, Yishay Mansour


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Average reward reinforcement learning with unknown mixing times


May 23, 2019
Tom Zahavy, Alon Cohen, Haim Kaplan, Yishay Mansour


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Learning and Generalization for Matching Problems


Feb 24, 2019
Alon Cohen, Avinatan Hassidim, Haim Kaplan, Yishay Mansour, Shay Moran

* 15 pages, added more details to the proof of Lemma 16, as well as a figure to illustrate the construction 

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Learning Linear-Quadratic Regulators Efficiently with only $\sqrt{T}$ Regret


Feb 23, 2019
Alon Cohen, Tomer Koren, Yishay Mansour


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Incentivizing the Dynamic Workforce: Learning Contracts in the Gig-Economy


Nov 16, 2018
Alon Cohen, Moran Koren, Argyrios Deligkas


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Online Linear Quadratic Control


Jun 19, 2018
Alon Cohen, Avinatan Hassidim, Tomer Koren, Nevena Lazic, Yishay Mansour, Kunal Talwar


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Planning and Learning with Stochastic Action Sets


May 07, 2018
Craig Boutilier, Alon Cohen, Amit Daniely, Avinatan Hassidim, Yishay Mansour, Ofer Meshi, Martin Mladenov, Dale Schuurmans


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Online Learning with Many Experts


Feb 25, 2017
Alon Cohen, Shie Mannor


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Tight Bounds for Bandit Combinatorial Optimization


Feb 24, 2017
Alon Cohen, Tamir Hazan, Tomer Koren


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Online Learning with Feedback Graphs Without the Graphs


May 23, 2016
Alon Cohen, Tamir Hazan, Tomer Koren


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