Evaluating and Learning Robust Bandit Policies Under Uncertain Causal Mechanisms

Katherine Avery, Chinmay Pendse, David Jensen

Causal graphical models can encode large amounts structural knowledge, both from the background knowledge of domain experts and the structural knowledge discovered from randomized…