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Information Theoretic Principles for Agent Learning

Language EnglishEnglish
E-book Adobe ePub DRM
Publishers Springer, August 2024
This book provides readers with the fundamentals of information theoretic techniques for statistical... Full description
? points 146 b
60.21
In stock Immediate digital delivery


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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. 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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