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| Full Title | Constrained Markov Decision Processes 1st Edition |
|---|---|
| Author(s) | Eitan Altman |
| Edition | 1st Edition |
| ISBN | 9781351458238, 9780849303821, 9781315140223, 9781351458245, 9781351458221 |
| Publisher | Chapman & Hall |
| Format | PDF and EPUB |
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.
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