Coverart for item
The Resource Markov decision processes : discrete stochastic dynamic programming, Martin L. Puterman

Markov decision processes : discrete stochastic dynamic programming, Martin L. Puterman

Label
Markov decision processes : discrete stochastic dynamic programming
Title
Markov decision processes
Title remainder
discrete stochastic dynamic programming
Statement of responsibility
Martin L. Puterman
Creator
Subject
Language
eng
Summary
The past decade has seen considerable theoretical and applied research on Markov decision processes, as well as the growing use of these models in ecology, economics, communications engineering, and other fields where outcomes are uncertain and sequential decision-making processes are needed. A timely response to this increased activity, Martin L. Puterman's new work provides a uniquely up-to-date, unified, and rigorous treatment of the theoretical, computational, and applied research on Markov decision process models. It discusses all major research directions in the field, highlights many significant applications of Markov decision processes models, and explores numerous important topics that have previously been neglected or given cursory coverage in the literature
Cataloging source
DCC
http://library.link/vocab/creatorName
Puterman, Martin L
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
Series statement
Wiley series in probability and mathematical statistics. Applied probability and statistics section
http://library.link/vocab/subjectName
  • Markov processes
  • Statistical decision
  • Dynamic programming
Label
Markov decision processes : discrete stochastic dynamic programming, Martin L. Puterman
Instantiates
Publication
Note
"A Wiley-Interscience publication."
Bibliography note
Includes bibliographical references (p. 613-642) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
980093004420
Dimensions
25 cm.
Extent
xvii, 649 p
Isbn
9780471619772
Lccn
lc93004420
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
ill
Label
Markov decision processes : discrete stochastic dynamic programming, Martin L. Puterman
Publication
Note
"A Wiley-Interscience publication."
Bibliography note
Includes bibliographical references (p. 613-642) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
980093004420
Dimensions
25 cm.
Extent
xvii, 649 p
Isbn
9780471619772
Lccn
lc93004420
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
ill

Library Locations

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      Ashton Street, Liverpool, L69 3DA, GB
      53.418074 -2.967913
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