Neuro-dynamic programming (Record no. 7854)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01694nam a22002177a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220502b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781886529106 (hb.) |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.703 |
| Item number | BER |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Bertsekas, Dimitri P. |
| 245 ## - TITLE STATEMENT | |
| Title | Neuro-dynamic programming |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Massachusetts |
| Name of publisher, distributor, etc. | Athena Scientific |
| Date of publication, distribution, etc. | 1996 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiii, 491p., |
| 500 ## - GENERAL NOTE | |
| General note | http://athenasc.com/ndpbook.html |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "This is the first textbook that fully explains the neuro-dynamic programming/reinforcement learning methodology, which is a recent breakthrough in the practical application of neural networks and dynamic programming to complex problems of planning, optimal decision making, and intelligent control.<br/><br/>Neuro-dynamic programming uses neural network approximations to overcome the ""curse of dimensionality"" and the ""curse of modeling"" that have been the bottlenecks to the practical application of dynamic programming and stochastic control to complex problems. The methodology allows systems to learn about their behavior through simulation, and to improve their performance through iterative reinforcement.<br/><br/>This book provides the first systematic presentation of the science and the art behind this exciting and far-reaching methodology.<br/><br/>The book develops a comprehensive analysis of neuro-dynamic programming algorithms, and guides the reader to their successful application through case studies from complex problem areas." |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Reinforcement learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematical optimization |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Neural networks (Computer science) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Dynamic programming |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Tsitsiklis, John N. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 859 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 688 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 567 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 640 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 810 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | bill no. | bill date | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Mathematics | 35/22-23 | 18/04/2022 | Plaksha University Library | Plaksha University Library | 02/05/2022 | T V Enterprises | 5457.90 | 519.703 BER | 002985 | 09/07/2023 | Book | |||||
| Dewey Decimal Classification | Mathematics | 35/22-23 | 18/04/2022 | Plaksha University Library | Plaksha University Library | 02/05/2022 | T V Enterprises | 5457.90 | 519.703 BER | 002986 | 09/07/2023 | Book |