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Information Theoretic Principles for Agent Learning
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Information Theoretic Principles for Agent Learning

2025 ed.

Book Details

Format Hardback or Cased Book
ISBN-10 3031653874
ISBN-13 9783031653872
Edition 2025 ed.
Publisher Springer International Publishing AG
Imprint Springer International Publishing AG
Country of Manufacture GB
Country of Publication GB
Publication Date Aug 6th, 2024
Print length 95 Pages
Ksh 8,100.00
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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.

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.


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