Batch Policy Learning in Average Reward Markov Decision Processes

Peng Liao, Zhengling Qi, Runzhe Wan +2

We consider the batch (off-line) policy learning problem in the infinite horizon Markov Decision Process. Motivated by mobile health applications, we focus on learning a policy tha…