PERRY: Policy Evaluation with Confidence Intervals using Auxiliary Data

Aishwarya Mandyam, Jason Meng, Ge Gao +4

Off-policy evaluation (OPE) methods estimate the value of a new reinforcement learning (RL) policy prior to deployment. Recent advances have shown that leveraging auxiliary dataset…