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Information Theoretic Principles for Agent Learning

Information Theoretic Principles for Agent Learning - Synthesis Lectures on Engineering, Science, and Technology

Hardback (06 Aug 2024)

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    Publisher's Synopsis

    This book provides readers with the fundamentals of information theoretic techniques for statistical data science analyses and for characterizing the behavior and performance of a learning agent outside of the standard results on communications and compression fundamental limits. Readers will benefit from the presentation of information theoretic quantities, definitions, and results that provide or could provide insights into data science and learning.

    Book information

    ISBN: 9783031653872
    Publisher: Springer Nature Switzerland
    Imprint: Springer
    Pub date:
    DEWEY: 006.33
    DEWEY edition: 23
    Language: English
    Number of pages: 95
    Weight: 340g
    Height: 240mm
    Width: 168mm
    Spine width: 13mm

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