MTU Library Catalogue

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

By: Bertsekas, Dimitri P.
Contributor(s): Tsitsiklis, John N.
Material type: materialTypeLabelBookSeries: Athena Scientific optimization and computation series ; 3.Publisher: Belmont, Mass. : Athena Scientific, c1996Description: xiii, 491 p. : ill. ; 25 cm. + hbk.ISBN: 1886529108.Subject(s): Neural networks (Computer science) | Mathematical optimization | Dynamic programmingDDC classification: 519.703
Contents:
Introduction -- Dynamic programming -- Neural network architectures and training -- Stochastic iterative algorithms -- Simulation methods for a lookup table representation -- Approximate DP with cost-to-go function approximation -- Extensions -- Case studies.

Includes bibliographical references (pages 475-486) and index.

Introduction -- Dynamic programming -- Neural network architectures and training -- Stochastic iterative algorithms -- Simulation methods for a lookup table representation -- Approximate DP with cost-to-go function approximation -- Extensions -- Case studies.