The Resource Neuro-dynamic programming, Dimitri P. Bertsekas and John N. Tsitsiklis

Neuro-dynamic programming, Dimitri P. Bertsekas and John N. Tsitsiklis

Label
Neuro-dynamic programming
Title
Neuro-dynamic programming
Statement of responsibility
Dimitri P. Bertsekas and John N. Tsitsiklis
Creator
Contributor
Subject
Language
eng
Member of
Action
committed to retain for EAST
Cataloging source
MH
http://library.link/vocab/creatorName
Bertsekas, Dimitri P
Illustrations
illustrations
Index
index present
LC call number
QA76.87
LC item number
.B47 1996
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Tsitsiklis, John N
http://library.link/vocab/subjectName
  • Neural networks (Computer science)
  • Mathematical optimization
  • Dynamic programming
  • programmation dynamique
  • optimisation mathématique
  • réseau neuronal
  • Réseaux neuronaux (Informatique)
  • Programmation dynamique
  • Approximation stochastique
  • Apprentissage par renforcement (Intelligence artificielle)
  • Neurale netwerken
  • Dynamische programmering
  • Optimaliseren
  • Inteligencia artificial
  • Programacao dinamica
  • Intelligence artificielle.
  • Réseaux neuronaux (informatique)
  • Optimisation mathématique.
  • Programmation dynamique.
  • Dynamische Optimierung
  • Neuronales Netz
  • Dynamische Optimierung
  • Neuronales Netz
  • Dynamic programming
  • Mathematical optimization
  • Neural networks (Computer science)
Label
Neuro-dynamic programming, Dimitri P. Bertsekas and John N. Tsitsiklis
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 475-486) 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
Contents
1. Introduction -- 2. Dynamic programming -- 3. Neural network architectures and training -- 4. Stochastic iterative algorithms -- 5. Simulation methods for a lookup table representation -- 6. Approximate DP with cost-to-go function approximation -- 7. Extensions -- 8. Case studies -- Appendix A: Mathematical review -- Appendix B: On probability theory and Markov chains
Dimensions
25 cm.
Extent
xiii, 491 pages
Isbn
9781886529106
Lccn
96085338
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)35983505
  • (OCoLC)ocm35983505
Label
Neuro-dynamic programming, Dimitri P. Bertsekas and John N. Tsitsiklis
Publication
Bibliography note
Includes bibliographical references (p. 475-486) 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
Contents
1. Introduction -- 2. Dynamic programming -- 3. Neural network architectures and training -- 4. Stochastic iterative algorithms -- 5. Simulation methods for a lookup table representation -- 6. Approximate DP with cost-to-go function approximation -- 7. Extensions -- 8. Case studies -- Appendix A: Mathematical review -- Appendix B: On probability theory and Markov chains
Dimensions
25 cm.
Extent
xiii, 491 pages
Isbn
9781886529106
Lccn
96085338
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)35983505
  • (OCoLC)ocm35983505

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