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Neuro-dynamic programming

Author: Τσιτσικλής, Γιάννης Ν. ; Dimitri P Bertsekas; John N Tsitsiklis
Publisher: Belmont, Mass. : Athena Scientific, ©1996.
Series: Optimization and neural computation series.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Τσιτσικλής, Γιάννης Ν. ; Dimitri P Bertsekas; John N Tsitsiklis
ISBN: 1886529108 9781886529106
OCLC Number: 35983505
Description: xiii, 491 pages : illustrations ; 25 cm.
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.
Series Title: Optimization and neural computation series.
Responsibility: Dimitri P. Bertsekas and John N. Tsitsiklis.

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