Handbook of learning and approximate dynamic programming / (Record no. 42164)
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| 000 -LEADER | |
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| fixed length control field | 06509nam a2201477 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 5273582 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20191218152118.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr |n||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 151221s2004 njua ob 001 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780470544785 |
| Qualifying information | electronic |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9780471660545 |
| Qualifying information | |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 0470544783 |
| Qualifying information | electronic |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1109/9780470544785 |
| Source of number or code | doi |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (CaBNVSL)mat05273582 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (IDAMS)0b000064810d1139 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CaBNVSL |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | CaBNVSL |
| Modifying agency | CaBNVSL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | T57.83 |
| Item number | .H36 2004eb |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.7/03 |
| Edition number | 22 |
| 245 00 - TITLE STATEMENT | |
| Title | Handbook of learning and approximate dynamic programming / |
| Statement of responsibility, etc. | [edited by] Jennie Si ... [et al.]. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Hoboken, New Jersey : |
| Name of producer, publisher, distributor, manufacturer | IEEE Press, |
| Date of production, publication, distribution, manufacture, or copyright notice | c2004. |
| 264 #2 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | [Piscataqay, New Jersey] : |
| Name of producer, publisher, distributor, manufacturer | IEEE Xplore, |
| Date of production, publication, distribution, manufacture, or copyright notice | [2004] |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 PDF (xxi, 644 pages) : |
| Other physical details | illustrations. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | electronic |
| Source | isbdmedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Source | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | IEEE press series on computational intelligence ; |
| Volume/sequential designation | 2 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Foreword. -- 1. ADP: goals, opportunities and principles. -- Part I: Overview. -- 2. Reinforcement learning and its relationship to supervised learning. -- 3. Model-based adaptive critic designs. -- 4. Guidance in the use of adaptive critics for control. -- 5. Direct neural dynamic programming. -- 6. The linear programming approach to approximate dynamic programming. -- 7. Reinforcement learning in large, high-dimensional state spaces. -- 8. Hierarchical decision making. -- Part II: Technical advances. -- 9. Improved temporal difference methods with linear function approximation. -- 10. Approximate dynamic programming for high-dimensional resource allocation problems. -- 11. Hierarchical approaches to concurrency, multiagency, and partial observability. -- 12. Learning and optimization - from a system theoretic perspective. -- 13. Robust reinforcement learning using integral-quadratic constraints. -- 14. Supervised actor-critic reinforcement learning. -- 15. BPTT and DAC - a common framework for comparison. -- Part III: Applications. -- 16. Near-optimal control via reinforcement learning. -- 17. Multiobjective control problems by reinforcement learning. -- 18. Adaptive critic based neural network for control-constrained agile missile. -- 19. Applications of approximate dynamic programming in power systems control. -- 20. Robust reinforcement learning for heating, ventilation, and air conditioning control of buildings. -- 21. Helicopter flight control using direct neural dynamic programming. -- 22. Toward dynamic stochastic optimal power flow. -- 23. Control, optimization, security, and self-healing of benchmark power systems. |
| 506 1# - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Restricted to subscribers or individual electronic text purchasers. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | . A complete resource to Approximate Dynamic Programming (ADP), including on-line simulation code. Provides a tutorial that readers can use to start implementing the learning algorithms provided in the book. Includes ideas, directions, and recent results on current research issues and addresses applications where ADP has been successfully implemented. The contributors are leading researchers in the field. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Also available in print. |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | Mode of access: World Wide Web |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on PDF viewed 12/21/2015. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Dynamic programming. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Automatic programming (Computer science) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Machine learning. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Control theory. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Systems engineering. |
| 655 #0 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 695 ## - | |
| -- | Adaptation model |
| 695 ## - | |
| -- | Aerospace control |
| 695 ## - | |
| -- | Aerospace electronics |
| 695 ## - | |
| -- | Algorithm design and analysis |
| 695 ## - | |
| -- | Analytical models |
| 695 ## - | |
| -- | Approximation algorithms |
| 695 ## - | |
| -- | Approximation methods |
| 695 ## - | |
| -- | Argon |
| 695 ## - | |
| -- | Artificial neural networks |
| 695 ## - | |
| -- | Atmospheric modeling |
| 695 ## - | |
| -- | Automatic test pattern generation |
| 695 ## - | |
| -- | Benchmark testing |
| 695 ## - | |
| -- | Books |
| 695 ## - | |
| -- | Cities and towns |
| 695 ## - | |
| -- | Coils |
| 695 ## - | |
| -- | Communities |
| 695 ## - | |
| -- | Concurrent computing |
| 695 ## - | |
| -- | Conferences |
| 695 ## - | |
| -- | Control systems |
| 695 ## - | |
| -- | Convergence |
| 695 ## - | |
| -- | Data structures |
| 695 ## - | |
| -- | Decision making |
| 695 ## - | |
| -- | Driver circuits |
| 695 ## - | |
| -- | Dynamic programming |
| 695 ## - | |
| -- | Dynamic scheduling |
| 695 ## - | |
| -- | Eigenvalues and eigenfunctions |
| 695 ## - | |
| -- | Equations |
| 695 ## - | |
| -- | Estimation |
| 695 ## - | |
| -- | Focusing |
| 695 ## - | |
| -- | Function approximation |
| 695 ## - | |
| -- | Fuzzy control |
| 695 ## - | |
| -- | Generators |
| 695 ## - | |
| -- | Helicopters |
| 695 ## - | |
| -- | Heuristic algorithms |
| 695 ## - | |
| -- | Hidden Markov models |
| 695 ## - | |
| -- | History |
| 695 ## - | |
| -- | Humans |
| 695 ## - | |
| -- | Indexes |
| 695 ## - | |
| -- | Learning |
| 695 ## - | |
| -- | Learning systems |
| 695 ## - | |
| -- | Linear programming |
| 695 ## - | |
| -- | Load flow |
| 695 ## - | |
| -- | Loss measurement |
| 695 ## - | |
| -- | Machine learning |
| 695 ## - | |
| -- | Machine learning algorithms |
| 695 ## - | |
| -- | Markov processes |
| 695 ## - | |
| -- | Mathematical model |
| 695 ## - | |
| -- | Measurement |
| 695 ## - | |
| -- | Missiles |
| 695 ## - | |
| -- | Optimal control |
| 695 ## - | |
| -- | Optimization |
| 695 ## - | |
| -- | Power system dynamics |
| 695 ## - | |
| -- | Power system stability |
| 695 ## - | |
| -- | Process control |
| 695 ## - | |
| -- | Programming |
| 695 ## - | |
| -- | Proposals |
| 695 ## - | |
| -- | Propulsion |
| 695 ## - | |
| -- | Recurrent neural networks |
| 695 ## - | |
| -- | Resource management |
| 695 ## - | |
| -- | Roads |
| 695 ## - | |
| -- | Robots |
| 695 ## - | |
| -- | Robust control |
| 695 ## - | |
| -- | Robustness |
| 695 ## - | |
| -- | Rotors |
| 695 ## - | |
| -- | Sections |
| 695 ## - | |
| -- | Security |
| 695 ## - | |
| -- | Sensitivity |
| 695 ## - | |
| -- | Stability analysis |
| 695 ## - | |
| -- | Stability criteria |
| 695 ## - | |
| -- | State estimation |
| 695 ## - | |
| -- | Steady-state |
| 695 ## - | |
| -- | Stochastic systems |
| 695 ## - | |
| -- | Supervised learning |
| 695 ## - | |
| -- | Training |
| 695 ## - | |
| -- | Trajectory |
| 695 ## - | |
| -- | Uncertainty |
| 695 ## - | |
| -- | Vectors |
| 695 ## - | |
| -- | Water heating |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Si, Jennie. |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | John Wiley & Sons, |
| Relator term | publisher. |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | IEEE Xplore (Online service), |
| Relator term | distributor. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| International Standard Book Number | 9780471660545 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | IEEE press series on computational intelligence ; |
| Volume/sequential designation | 2 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Abstract with links to resource |
| Uniform Resource Identifier | https://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=5273582 |
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