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Information Theoretic Principles for Agent Learning (2025)

by Gibson, Jerry D

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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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Product Details

  • Aug 6, 2024 Pub Date:
  • 3031653874 ISBN-10:
  • 9783031653872 ISBN-13:
  • English Language