Before revision:  However, despite the wealth of proposed methods, the literature remains largely silent on questions of statistical efficiency: there are only limited results characterizing which policy evaluation strategies lead to better learned policies than others, or what the optimal policy evaluation strategies are .
After revision:  However, several key analytical components are missing, including a characterization of optimal methods for policy learning, and sharp bounds for minimax regret .