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Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation



Christoph Dann , Yishay Mansour , Mehryar Mohri , Ayush Sekhari , Karthik Sridharan

* to appear at ICML 2022 

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There is no Accuracy-Interpretability Tradeoff in Reinforcement Learning for Mazes



Yishay Mansour , Michal Moshkovitz , Cynthia Rudin


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What killed the Convex Booster ?



Yishay Mansour , Richard Nock , Robert C. Williamson


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Strategizing against Learners in Bayesian Games



Yishay Mansour , Mehryar Mohri , Jon Schneider , Balasubramanian Sivan


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Modeling Attrition in Recommender Systems with Departing Bandits



Omer Ben-Porat , Lee Cohen , Liu Leqi , Zachary C. Lipton , Yishay Mansour

* Accepted at AAAI 2022 

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Learning Efficiently Function Approximation for Contextual MDP



Orin Levy , Yishay Mansour


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Benign Underfitting of Stochastic Gradient Descent



Tomer Koren , Roi Livni , Yishay Mansour , Uri Sherman


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Finding Safe Zones of policies Markov Decision Processes



Lee Cohen , Yishay Mansour , Michal Moshkovitz


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Fair Wrapping for Black-box Predictions



Alexander Soen , Ibrahim Alabdulmohsin , Sanmi Koyejo , Yishay Mansour , Nyalleng Moorosi , Richard Nock , Ke Sun , Lexing Xie


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