Predicting Long Term Sequential Policy Value Using Softer Surrogates

Hyunji Nam, Allen Nie, Ge Gao +2

Off-policy policy evaluation (OPE) estimates the outcome of a new policy using historical data collected from a different policy. However, existing OPE methods cannot handle cases…