19 citations · 62 across the 15 of their papers we have counts for
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cs.LG2015★ 2 cited
Utility-based Dueling Bandits as a Partial Monitoring Game
Pratik Gajane, Tanguy Urvoy
Partial monitoring is a generic framework for sequential decision-making with incomplete feedback. It encompasses a wide class of problems such as dueling bandits, learning with ex…
cs.LG2015
Random Forest for the Contextual Bandit Problem - extended version
Raphaël Féraud, Robin Allesiardo, Tanguy Urvoy +1
To address the contextual bandit problem, we propose an online random forest algorithm. The analysis of the proposed algorithm is based on the sample complexity needed to find the…