Thresholded linear bandits

Nishant A. Mehta, Junpei Komiyama, Vamsi K. Potluru, Andrea Nguyen, Mica Grant-Hagen

Abstract: We introduce the thresholded linear bandit problem, a novel sequential decision making problem at the interface of structured stochastic multi-armed bandits and learning halfspaces. The set of arms...