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Information Theoretic Principles for Agent Learning - Jerry D. Gibson

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2024-08-06
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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 pr ... Visas aprašymas

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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.

Daugiau informacijos

Autorius Jerry D. Gibson
Leidėjas Springer Nature Switzerland
Series Synthesis Lectures on Engineering, Science, and Technology
Išleidimo metai 2024
Viršelio tipas Kieti viršeliai
EAN 9783031653872
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58,49 € 89,98 €