PAC Bounds for Imitation and Model-based Batch Learning of Contextual Markov Decision Processes

Yash Nair, Finale Doshi-Velez

We consider the problem of batch multi-task reinforcement learning with observed context descriptors, motivated by its application to personalized medical treatment. In particular,…