Counterfactual Learning with General Data-generating Policies

Yusuke Narita, Kyohei Okumura, Akihiro Shimizu +1

Off-policy evaluation (OPE) attempts to predict the performance of counterfactual policies using log data from a different policy. We extend its applicability by developing an OPE…