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Alekh Agarwal

PAC Reinforcement Learning with Rich Observations

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Oct 28, 2016
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Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains

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Mar 14, 2016
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Efficient and Parsimonious Agnostic Active Learning

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Jan 07, 2016
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Fast Convergence of Regularized Learning in Games

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Dec 10, 2015
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A Lower Bound for the Optimization of Finite Sums

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Oct 04, 2015
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Learning to Search Better Than Your Teacher

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May 20, 2015
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Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits

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Oct 14, 2014
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Scalable Nonlinear Learning with Adaptive Polynomial Expansions

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Oct 02, 2014
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Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization

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Jul 28, 2014
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A Clustering Approach to Learn Sparsely-Used Overcomplete Dictionaries

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Jul 07, 2014
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