Accountable Off-Policy Evaluation With Kernel Bellman Statistics

Yihao Feng, Tongzheng Ren, Ziyang Tang, Qiang Liu

Abstract: We consider off-policy evaluation (OPE), which evaluates the performance of a new policy from observed data collected from previous experiments, without requiring the execution of the new policy. T...