Model Selection for Off-policy Evaluation: New Algorithms and Experimental Protocol

Pai Liu, Lingfeng Zhao, Shivangi Agarwal +4

Holdout validation and hyperparameter tuning from data is a long-standing problem in offline reinforcement learning (RL). A standard framework is to use off-policy evaluation (OPE)…