Thompson Sampling for Learning Parameterized Markov Decision Processes

Aditya Gopalan, Shie Mannor

We consider reinforcement learning in parameterized Markov Decision Processes (MDPs), where the parameterization may induce correlation across transition probabilities or rewards.…