Markov Decision Processes in Practice

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Boucherie, Richard J. (Επιμελητής έκδοσης), van Dijk, Nico M. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: International Series in Operations Research & Management Science, 248
• Θέματα: Business.; Operations research.; Decision making.; Management science.; Probabilities.; Business and Management.; Operation Research/Decision Theory.; Operations Research, Management Science.; Probability Theory and Stochastic Processes.

This book presents classical Markov Decision Processes (MDP) for real-life applications and optimization. MDP allows users to develop and formally support approximate and simple decision rules, and this book showcases state-of-the-art applications in which MDP was key to the solution approach. The b...