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Contextual Dueling Bandits

Published on Aug 20, 20151902 Views

Katja Hofmann

We consider the problem of learning to choose actions using contextual information when provided with limited feedback in the form of relative pairwise comparisons. We study this problem in the duelin

COLT 2015 - Paris

Related categories

Active LearningComputational Learning TheoryOn-line LearningReinforcement LearningSemi-supervised Learning

Chapter list

Contextual Dueling Bandits00:00
Contextual Dueling Bandits - 100:16
Contextual Dueling Bandits - 200:46
Challenges & Contributions01:47
Solution Concept02:33
Contextual Setting - 103:22
Contextual Setting - 204:10
Visit our poster to learn more about ...05:29