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Last updated on 14 Jun, 2025 00:37:12 BSTView all revisionsView all revisions

Item specifics

Condition
Good
A book that has been read, but is in good condition. Minimal damage to the book cover eg. scuff marks, but no holes or tears. If this is a hard cover, the dust jacket may be missing. Binding has minimal wear. The majority of pages are undamaged with some creasing or tearing, and pencil underlining of text, but this is minimal. No highlighting of text, no writing in the margins, and no missing pages. See the seller’s listing for full details and description of any imperfections. See all condition definitionsopens in a new window or tab
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“We've carefully checked this item over for you!”
Brand
Szepesvari, Csaba
EAN
9781608454921
Book Title
Algorithms for Reinforcement Learning (Synthesis Lectures on...
ISBN
9781608454921
Publication Year
2010
Series
Synthesis Lectures on Artificial Intelligence and Machine Learning
Type
Textbook
Format
Paperback
Language
English
Publication Name
Algorithms for Reinforcement Learning
Item Height
235 mm
Author
Csaba Szepesvari
Publisher
Morgan & Claypool Publishers
Subject
Computer Science
Item Width
187 mm
Number of Pages
103 Pages

About this product

Product Information

Reinforcement learning is a learning paradigm concerned with learning to control a system so as to maximize a numerical performance measure that expresses a long-term objective. What distinguishes reinforcement learning from supervised learning is that only partial feedback is given to the learner about the learner's predictions. Further, the predictions may have long term effects through influencing the future state of the controlled system. Thus, time plays a special role. The goal in reinforcement learning is to develop efficient learning algorithms, as well as to understand the algorithms' merits and limitations. Reinforcement learning is of great interest because of the large number of practical applications that it can be used to address, ranging from problems in artificial intelligence to operations research or control engineering. In this book, we focus on those algorithms of reinforcement learning that build on the powerful theory of dynamic programming. We give a fairly comprehensive catalog of learning problems, describe the core ideas, note a large number of state of the art algorithms, followed by the discussion of their theoretical properties and limitations.

Product Identifiers

Publisher
Morgan & Claypool Publishers
ISBN-13
9781608454921
eBay Product ID (ePID)
93418247

Product Key Features

Number of Pages
103 Pages
Language
English
Publication Name
Algorithms for Reinforcement Learning
Publication Year
2010
Subject
Computer Science
Type
Textbook
Author
Csaba Szepesvari
Series
Synthesis Lectures on Artificial Intelligence and Machine Learning
Format
Paperback

Dimensions

Item Height
235 mm
Item Width
187 mm

Additional Product Features

Country/Region of Manufacture
United States
Title_Author
Csaba Szepesvari

Item description from the seller

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