Universitat Pompeu Fabra, Barcelona, Spain; Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
Gergely Neu, Iuliia Olkhovskaia, Matteo Papini, Ludovic Schwartz
Thompson sampling;contextual bandits;information ratio
Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits