你好! Shipping to Taiwan with premium packaging for just NT$300 

Ship to
Taiwan
0

My Account

  • argentina
  • chile
  • colombia
  • españa
  • méxico
  • perú
  • estados unidos
  • internacional

menu

Select your country

Americas

Europe

Rest of the world

portada Optimization-Driven Deep Reinforcement Learning for Wireless Networks
Type
Physical Book
Publisher
Author
Language
English
Pages
230
Format
Hardcover
ISBN13
9783032229960

Optimization-Driven Deep Reinforcement Learning for Wireless Networks

Gong, Shimin; Niyato, Dusit; Gu, Bo (Author) · Springer · Hardcover

Optimization-Driven Deep Reinforcement Learning for Wireless Networks - Gong, Shimin; Niyato, Dusit; Gu, Bo

Cheaper New Book Imported to Taiwan
Delivery: 02 Oct - 15 Oct Shipping: 12 to 16 business days.
NT$ 5,833
Faster New Book Imported to Taiwan
Delivery: 22 Sep - 30 Sep Shipping: 4 to 5 business days.
NT$ 7,605
NT$ 5,833

Choose the list to add your product or create one New List

Go to My Wishlists
Calculate shipping cost

Synopsis "Optimization-Driven Deep Reinforcement Learning for Wireless Networks"

This book explores the integration and interplay of model-based optimization and model-free deep reinforcement learning (DRL). It addresses the growing complexity of future wireless networks. This book begins with a concise overview of foundational DRL algorithms and then delves into advanced frameworks, including optimization-driven DRL, hierarchical DRL, multi-agent DRL, Bayesian-enhanced DRL, and Lyapunov-guided DRL. Each framework is illustrated through case studies in emerging scenarios such as intelligent reflecting surface (IRS)-assisted wireless communications, UAV-assisted wireless networks, backscatter-assisted relay communications, and mobile edge computing. Each chapter of this book demonstrates how partial system knowledge, inherent structural properties, and problem decomposition can dramatically accelerate learning convergence. It also improves sample efficiency, and enhance robustness in decentralized, dynamic, and large-scale wireless networks. Tailored for researchers and graduate students focused on wireless communications and AI-driven networking, it bridges theoretical innovation with practical implementation challenges. It provides a roadmap for designing intelligent, autonomous, and resource-efficient next-generation wireless systems. Engineers and professional specializing in AI and machine learning for wireless systems will also find this book useful as a reference.

Customers reviews

More customer reviews
  • 0% (0)
  • 0% (0)
  • 0% (0)
  • 0% (0)
  • 0% (0)

Frequently Asked Questions about the Book

Is the book original?

All books in our catalog are Original.

In what language is the book written?

The book is written in English.

What is the format of this book?

The binding of this edition is Hardcover.

Questions and Answers about the Book

Do you have a question about the book? Login to be able to add your own question.

Opinions about Bookdelivery

More customer reviews