DCM Bandits: Multiplayer Information Asymmetric Cascading Bandits for Multiple Clicks

Andy Wang, Charlton Shih, William Chang

In this work, we extend the Dependent Click Model (DCM) Bandits to a multiplayer information-asymmetric setting, where multiple agents interact with a shared ranked list and may ob…