Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles

Aldo Gael Carranza, Sanath Kumar Krishnamurthy, Susan Athey

Abstract: Contextual bandit algorithms often estimate reward models to inform decision-making. However, true rewards can contain action-independent redundancies that are not relevant for decision-making. We ...