Constrained Markov Decision Processes (e-bog) af Altman, Eitan
Altman, Eitan (forfatter)

Constrained Markov Decision Processes e-bog

2190,77 DKK (inkl. moms 2738,46 DKK)
This book provides a unified approach for the study of constrained Markov decision processes with a finite state space and unbounded costs. Unlike the single controller case considered in many other books, the author considers a single controller with several objectives, such as minimizing delays and loss, probabilities, and maximization of throughputs. It is desirable to design a controller th...
E-bog 2190,77 DKK
Forfattere Altman, Eitan (forfatter)
Forlag Routledge
Udgivet 24 december 2021
Længde 256 sider
Genrer Probability and statistics
Sprog English
Format epub
Beskyttelse LCP
ISBN 9781351458238
This book provides a unified approach for the study of constrained Markov decision processes with a finite state space and unbounded costs. Unlike the single controller case considered in many other books, the author considers a single controller with several objectives, such as minimizing delays and loss, probabilities, and maximization of throughputs. It is desirable to design a controller that minimizes one cost objective, subject to inequality constraints on other cost objectives. This framework describes dynamic decision problems arising frequently in many engineering fields. A thorough overview of these applications is presented in the introduction. The book is then divided into three sections that build upon each other.