Bandit algorithms with graphical feedback models and privacy awareness

This thesis focuses on two classes of learning problems in stochastic multi-armed bandits (MAB): graphical bandits and private bandits. Different from the basic MAB setting where the learning algorithm can only have one observation,for a bandit problem under a graphical feedback model,...

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Bibliographic Details
Main Author: Hu, Bingshan
Other Authors: Mehta, Nishant A.
Format: Others
Language:English
en
Published: 2021
Online Access:http://hdl.handle.net/1828/13411