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Constrained Markov Decision Processes

Constrained Markov Decision Processes

  • Format
  • E-bog, PDF
  • Engelsk
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Beskrivelse

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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Detaljer
  • SprogEngelsk
  • Sidetal256
  • Udgivelsesdato17-12-2021
  • ISBN139781351458245
  • Forlag Crc Press
  • FormatPDF

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Machine Name: SAXO081