Reinforcement learning (Record no. 241021)

MARC details
000 -LEADER
fixed length control field 02463nam a22002537a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20260312151213.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 260312b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780262039246
040 ## - CATALOGING SOURCE
Transcribing agency AL
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3
Item number SUTR
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Richard S Sutton
100 ## - MAIN ENTRY--PERSONAL NAME
9 (RLIN) 258640
245 ## - TITLE STATEMENT
Title Reinforcement learning
Remainder of title : an introduction
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Cambridge
Name of publisher, distributor, etc. MIT Press
Date of publication, distribution, etc. 2020
300 ## - PHYSICAL DESCRIPTION
Extent xxii,526p
Other physical details HB
Dimensions 23.5X18cm
365 ## - TRADE PRICE
Source of price type code Computer Science and Engineering
Price type code ABDI/0854/26
Price amount $90 ₹8221.50
Currency code $
Unit of pricing $120 ₹ 10962.00
Price note ABDI/0854/26
Price effective from 19-02-2026
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Adaptive computation and machine learning series
9 (RLIN) 258641
520 ## - SUMMARY, ETC.
Summary, etc. The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence.<br/>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. In 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.<br/><br/>Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Multi armed Bandits
9 (RLIN) 258642
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Monte Carlo Methods
9 (RLIN) 258643
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Frontiers
9 (RLIN) 258644
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Barto, Andrew G
9 (RLIN) 258645
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Uniform Resource Identifier Cost, replacement price Price effective from Koha item type
    Dewey Decimal Classification     Computer Science and Engineering St Aloysius Engineering Library St Aloysius Engineering Library 02/19/2026 Academic Book Distributors, Bengaluru-562159 8221.50   006.3 SUTR SE000272 03/12/2026 https://web.stanford.edu/class/psych209/Readings/SuttonBartoIPRLBook2ndEd.pdf 10962.00 02/19/2026 Book
    Dewey Decimal Classification     Computer Science and Engineering St Aloysius Engineering Library St Aloysius Engineering Library 02/19/2026 Academic Book Distributors, Bengaluru-562159 8221.50   006.3 SUTR SE000273 03/12/2026 https://web.stanford.edu/class/psych209/Readings/SuttonBartoIPRLBook2ndEd.pdf 10962.00 02/19/2026 Book