Experimental Design for Semiparametric Bandits

Seok-Jin Kim, Gi-Soo Kim, Min-hwan Oh

We study finite-armed semiparametric bandits, where each arm's reward combines a linear component with an unknown, potentially adversarial shift. This model strictly generalizes cl…