Renewal Monte Carlo: Renewal theory based reinforcement learning

Jayakumar Subramanian, Aditya Mahajan

In this paper, we present an online reinforcement learning algorithm, called Renewal Monte Carlo (RMC), for infinite horizon Markov decision processes with a designated start state…