[PDF] Simulation-based Algorithms for Markov Decision Processes (Communications and Control Engineering) Hyeong Soo Chang, Michael C. Fu, Jiaqiao Hu, Steven I. Marcus,

Markov decision process (MDP) models are widely used for modeling sequential decision-making problems that arise in engineering, economics, computer science, and the social sciences. This book brings the state-of-the-art research together for the first time. It provides practical modeling methods for many real-world problems with high dimensionality or complexity which have not hitherto been treatable with Markov decision processes.