On reachability of Markov decision processes: a novel state-classification-based PI approach

Yanyun Li, Xin Guo, Xianping Guo

This paper concentrates on the reliability of a discrete-time controlled Markov system with finite states and actions, and aims to give an efficient algorithm for obtaining an opti…