DOLCE: Decomposing Off-Policy Evaluation/Learning into Lagged and Current Effects

Shu Tamano

Off-policy evaluation and learning in contextual bandits use logged interaction data to estimate and optimize the value of a target policy. Most existing methods require sufficient…