MARC ayrıntıları
| 000 -LEADER |
| fixed length control field |
02750 am a22003377a 4500 |
| 001 - CONTROL NUMBER |
| control field |
39138 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
| fixed length control field |
151224s2012 gw a b 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
| International Standard Book Number |
9783642276446 |
|
| International Standard Book Number |
364227644X |
|
| International Standard Book Number |
9783642276453 |
| Qualifying information |
(electronic bk.) |
|
| International Standard Book Number |
3642276458 |
| Qualifying information |
(electronic bk.) |
| 035 ## - SYSTEM CONTROL NUMBER |
| System control number |
(OCoLC) |
| 040 ## - CATALOGING SOURCE |
| Original cataloging agency |
BAUN |
| Language of cataloging |
eng |
| Transcribing agency |
BAUN |
| Description conventions |
rda |
| 049 ## - LOCAL HOLDINGS (OCLC) |
| Holding library |
BAUN_MERKEZ |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
| Classification number |
Q325.6 |
| Item number |
.R465 2012 |
| 245 00 - TITLE STATEMENT |
| Title |
Reinforcement learning : |
| Remainder of title |
state-of-the-art / |
| Statement of responsibility, etc |
Marco Wiering and Martijn van Otterlo (eds.). |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
| Place of production, publication, distribution, manufacture |
Heidelberg ; |
| -- |
New York : |
| Name of producer, publisher, distributor, manufacturer |
Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2012. |
| 300 ## - PHYSICAL DESCRIPTION |
| Extent |
xxxiv, 638 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
25 cm. |
| 336 ## - CONTENT TYPE |
| Source |
rdacontent |
| Content Type Term |
text |
| Content Type Code |
txt |
| 337 ## - MEDIA TYPE |
| Source |
rdamedia |
| Media Type Term |
unmediated |
| Media Type Code |
unmediated |
| 338 ## - CARRIER TYPE |
| Source |
rdacarrier |
| Carrier Type Term |
volume |
| Carrier Type Code |
volume |
| 490 1# - SERIES STATEMENT |
| Series statement |
Adaptation, learning, and optimization, |
| International Standard Serial Number |
1867-4534 ; |
| Volume number/sequential designation |
v.12 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
| Bibliography, etc |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
| Formatted contents note |
1. Reinforcement learning and Markov decision processes / Martijn van Otterlo, Marco Wiering |
| Title |
-- 2. Batch reinforcement learning / Sascha Lange, Thomas Gabel, Martin Riedmiller |
| -- |
-- 3. Least-squares methods for policy iteration / Lucian Buşoniu, Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos, Robert Babuška, Bart De Schutter |
| -- |
-- 4. Learning and using models / Todd Hester, Peter Stone |
| -- |
-- 5. Transfer in reinforcement learning: a framework and a survey / Alessandro Lazaric |
| -- |
-- 6. Sample complexity bounds of exploration / Lihong Li |
| -- |
-- 7. Reinforcement learning in continuous state and action spaces / Hado van Hasselt |
| -- |
-- 8. Solving relational and first-order logical Markov decision processes: a survey / Martijn van Otterlo |
| -- |
-- 9. Hierarchical approaches / Bernhard Hengst |
| -- |
-- 10. Evolutionary computation for reinforcement learning / Shimon Whiteson |
| -- |
-- 11. Bayesian reinforcement learning / Nikos Vlassis, Mohammad Ghavamzadeh, Shie Mannor, Pascal Poupart |
| -- |
-- 12. Partially observable Markov decision processes / Matthijs T. J. Spaan |
| -- |
-- 13. Predictively defined representations of state / David Wingate |
| -- |
-- 14. Game theory and multi-agent reinforcement learning / Ann Nowé, Peter Vrancx, Yann-Michaël De Hauwere |
| -- |
-- 15. Decentralized POMDPs / Frans A. Oliehoek |
| -- |
-- 16. Psychological and neuroscientific connections with reinforcement learning / Ashvin Shah |
| -- |
-- 17. Reinforcement learning in games / István Szita |
| -- |
-- 18. Reinforcement learning in robotics: a survey / Jens Kober, Jan Peters |
| -- |
-- 19. Conclusions, future directions and outlook / Marco Wiering, Martijn van Otterlo. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
| Topical term or geographic name as entry element |
Reinforcement learning. |
|
| Topical term or geographic name as entry element |
Reinforcement learning. |
| Source of heading or term |
fast |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
| Personal name |
Wiering, Marco. |
|
| Personal name |
Otterlo, Martijn van. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
| 9 (RLIN) |
108500 |
| Uniform title |
Adaptation, learning and optimization ; |
| Volume number/sequential designation |
v.12. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Kitap |