Exploiting Exogenous Structure for Sample-Efficient Reinforcement Learning

Jia Wan, Sean R. Sinclair, Devavrat Shah +1

We study a structured class of Markov Decision Processes, known as Exo-MDPs, in which the state space is partitioned into exogenous and endogenous components. Exogenous states evol…