Optimal Off-Policy Evaluation from Multiple Logging Policies

Nathan Kallus, Yuta Saito, Masatoshi Uehara

We study off-policy evaluation (OPE) from multiple logging policies, each generating a dataset of fixed size, i.e., stratified sampling. Previous work noted that in this setting th…