Missing Data Multiple Imputation for Tabular Q-Learning in Online RL

Kyla Chasalow, Skyler Wu, Susan Murphy

Missing data in online reinforcement learning (RL) poses challenges compared to missing data in standard tabular data or in offline policy learning. The need to impute and act at e…