MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02551cam a22003618i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
22848762 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20240206095538.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
221101s2023 nju b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2022052831 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781119808572 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781119808589 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781119808596 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
DLC |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
Q325.6 |
| Item number |
.F37 2023 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
DC 006.31 |
| Edition number |
2023 |
| Item number |
F25 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Farsi, Milad, |
| Relator term |
author. |
| 9 (RLIN) |
51499 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Model-based reinforcement learning : |
| Remainder of title |
from data to continuous actions with a Python-based toolbox / |
| Statement of responsibility, etc. |
Milad Farsi (University of Waterloo), Jun Liu (University of Waterloo). |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc. |
Hoboken, New Jersey : |
| Name of publisher, distributor, etc. |
John Wiley & Sons, |
| Date of publication, distribution, etc. |
©2023. |
| 263 ## - PROJECTED PUBLICATION DATE |
|---|
| Projected publication date |
2301 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxxv, 226 pages : |
| Dimensions |
23 cm. |
| 490 0# - SERIES STATEMENT |
|---|
| Series statement |
Wiley-IEEE press book series on control systems theory and applications |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
"Whilst reinforcement learning has gained tremendous success and popularity in recent years, most research papers and books focus on either the theory (optimal control and dynamic programming) or the algorithms (mostly simulation-based). From a control systems perspective, this book will provide a model-based framework that bridges these two aspects to provide a holistic treatment of the topic of model-based online learning control. The aim is to develop a model-based framework for data-driven control that encompasses the topics of systems identification from data, model-based reinforcement learning and optimal control, and their applications. This will be done through reviewing the classical results in system identification from a new perspective to develop more efficient reinforcement learning techniques. Hence, the focus of this book will be on presenting an end to end framework from design to application of a more tractable model-based reinforcement learning technique. The tutorial aspects of the book are enhanced by the provision of a Python-based toolbox, accessible online"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Reinforcement learning. |
| 9 (RLIN) |
51500 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Reinforcement learning |
| General subdivision |
Mathematical models. |
| 9 (RLIN) |
51501 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Liu, Jun |
| Titles and other words associated with a name |
(Professor of applied mathematics), |
| Relator term |
author. |
| 9 (RLIN) |
51502 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Online version: |
| Main entry heading |
Farsi, Milad. |
| Title |
Model-based reinforcement learning |
| Place, publisher, and date of publication |
Hoboken, New Jersey : Wiley, [2023] |
| International Standard Book Number |
9781119808589 |
| Record control number |
(DLC) 2022052832 |
| 365 ## - TRADE PRICE |
|---|
| Price amount |
12,618.00 |
| Currency code |
Php |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
7 |
| b |
cbc |
| c |
orignew |
| d |
1 |
| e |
ecip |
| f |
20 |
| g |
y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Circulation |
