Thompson Sampling for Learning Parameterized Markov Decision Processes

Aditya Gopalan, Shie Mannor

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