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Stephane Ross

A Credit Assignment Compiler for Joint Prediction

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Jun 01, 2016
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Normalized Online Learning

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Aug 09, 2014
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Reinforcement and Imitation Learning via Interactive No-Regret Learning

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Jun 23, 2014
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Knapsack Constrained Contextual Submodular List Prediction with Application to Multi-document Summarization

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Mar 15, 2014
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Learning Policies for Contextual Submodular Prediction

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May 11, 2013
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Learning Monocular Reactive UAV Control in Cluttered Natural Environments

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Nov 07, 2012
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Agnostic System Identification for Model-Based Reinforcement Learning

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Jul 03, 2012
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Model-Based Bayesian Reinforcement Learning in Large Structured Domains

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Jun 13, 2012
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Stability Conditions for Online Learnability

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Aug 17, 2011
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A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning

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Mar 16, 2011
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