Reinforcement learning : (Record no. 7553)
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 211217s9999 xx 000 0 und d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9780262039246 (hb.) |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 006.31 |
Item number | SUT |
100 ## - MAIN ENTRY--PERSONAL NAME | |
Personal name | Sutton, Richard S. |
245 #0 - TITLE STATEMENT | |
Title | Reinforcement learning : |
Remainder of title | an introduction |
250 ## - EDITION STATEMENT | |
Edition statement | 2nd ed. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication, distribution, etc. | London |
Name of publisher, distributor, etc. | The MIT Press |
Date of publication, distribution, etc. | 2020 |
300 ## - PHYSICAL DESCRIPTION | |
Extent | xxii, 526p. |
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
Title | Adaptive computation and machine learning series |
500 ## - GENERAL NOTE | |
General note | https://mitpress.mit.edu/books/reinforcement-learning-second-edition |
520 ## - SUMMARY, ETC. | |
Summary, etc. | Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. InĀ Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. |
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 | Artificial intelligence |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Multiarmed Bandits |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Finite Markov Decision Process |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Monte Carlo Methods |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Temporal Difference learning |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Bootstrapping |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Barto, Andrew G. |
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) | 560 |
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650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
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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 | Total Renewals | Full call number | Barcode | Date last seen | Date checked out | Koha item type | Checked out | Price effective from |
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Dewey Decimal Classification | Computer science | 333/21-22 | 23.11.2057 | Plaksha University Library | Plaksha University Library | 17/12/2021 | T V Enterprises | 4950.00 | 3 | 1 | 006.31 SUT | 002280 | 09/09/2024 | 07/08/2024 | Book | ||||||
Dewey Decimal Classification | Computer science | Plaksha University Library | Plaksha University Library | 23/12/2021 | TLP Books | 4950.00 | 5 | 1 | 006.31 SUT | 002454 | 19/09/2024 | 29/08/2024 | Book | ||||||||
Dewey Decimal Classification | Computer science | GNUM-13851 | 02/01/2023 | Plaksha University Library | Plaksha University Library | 09/01/2023 | Amazon.in | 4950.00 | 4 | 2 | 006.31 SUT | 003751 | 23/07/2024 | 23/07/2024 | Book | 05/11/2024 | 09/01/2023 |