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Book 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 details

Book category Books in English Technology, engineering, agriculture Electronics & communications engineering Communications engineering / telecommunications

• Full title: Information Theoretic Principles for Agent Learning
• Author: Jerry D. Gibson
• Language: English
• Binding: Hardback
• Number of pages: 150
• EAN: 9783031653872
• ID: 46086001
• Publisher: Springer, Berlin
• Weight: 309 g
• Dimensions: 235 × 155 mm
• Date of publishing: 15. November 2024

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