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

SKU: 9783031653889

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Additional information

Full Title

Information Theoretic Principles for Agent Learning
Author(s)

Jerry D. Gibson
Edition
ISBN

9783031653889, 9783031653872
Publisher

Springer
Format

PDF and EPUB

Description

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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