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Více informací o knize Game Theory and Deep Learning

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• Anotace
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Anotace knihy

This groundbreaking book is the first to establish a clear and comprehensive link between game theory and deep learning, demonstrating the critical importance of this interplay for solving key technological challenges such as those found in future wireless and energy networks. It delves into the latest connections between game theory and generative AI, including large language models, showcasing how these advanced concepts can be harnessed to address complex real-world problems. Readers will gain a deep understanding of how these two powerful fields intersect and the practical applications of this knowledge, making it an essential resource for anyone looking to stay at the forefront of technological innovation.

With this book the reader will be able to: Develop a solid foundation in game theory and understand interactive scenarios in both engineering and everyday life; Effectively apply their knowledge to practical problems, including resource allocation, security, and influence maximization; Design strategies that optimally exploit available information through successive optimization, reinforcement learning, deep learning, and generative AI techniques.

• Gives applications of game theory and deep learning across various domains, such as future wireless and energy networks
• Explores the burgeoning connections between game theory and generative AI, including large language models, providing readers with insights into the most current technological advancements
• Gives practical methodologies for studying games and to develop design strategies, supported by numerous examples and detailed case studies
• An in-depth overview of outstanding research challenges and potential future directions in the interplay between game theory and deep learning, helping readers stay ahead in the field and identify new areas for exploration and innovation
• Guidance on implementation with code snippets and a detailed presentation of methods

Parametry knihy

Zařazení knihy Knihy v angličtině Technology, engineering, agriculture Electronics & communications engineering Communications engineering / telecommunications

• Plný název: Game Theory and Deep Learning
• Podnázev: Fundamentals and Applications
• Autor: Lina Bariah, Samson Lasaulce, Hamidou Tembine, Mathieu Lauriere, Quanyan Zhu, Chao Zhang, Merouane Debbah
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 350
• EAN: 9780443438066
• ISBN: 0443438064
• ID: 51527322
• Nakladatelství: Elsevier Science
• Hmotnost: 450 g
• Rozměry: 235 × 191 mm
• Datum vydání: 02. November 2026

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