AI group, DTIC, Universitat Pompeu Fabra, Barcelona, Spain; Department of Intelligent Systems, Delft University of Technology, Delft, The Netherlands; Korteweg-de Vries Institute for Mathematics, University of Amsterdam, Amsterdam, The Netherlands; MIT Institute for Data, Systems, and Society, Massachusetts Institute of Technology, Cambridge, MA, USA
Julia Olkhovskaya, Jack Mayo, Tim van Erven, Gergely Neu, Chen-Yu Wei
contextual bandits;bandits;sequential learning;regret bounds
First- and Second-Order Bounds for Adversarial Linear Contextual Bandits