Learning-Enabled Autonomous Systems : Control, Verification, and Monitoring

Language: English

Published by Taylor & Francis Ltd Sep 2026, 2026

1041302770 / 9781041302773

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - This book examines how to design intelligent systems that are not only adaptive but also safe and reliable. This book bridges the gap between traditional control theory and modern data-driven learning, presenting a unified framework for creating autonomous systems capable of robust decision-making in uncertain and dynamic environments.Learning-Enabled Autonomous Systems: Control, Verification, and Monitoring stands out as a unique resource for designing trustworthy autonomous systems. It introduces data-driven control methods that allow systems to learn from real-world data, enabling adaptability and intelligence without sacrificing mathematical rigor. The book explores advanced control strategies for nonlinear systems, ensuring computational practicality for real-world applications. It also provides innovative techniques for verifying neural network controllers and safeguarding system performance through runtime monitoring frameworks. By uniting control theory, machine learning, and systems verification, this book offers a holistic approach to creating systems that are not only intelligent but also resilient, transparent, and dependable. It includes case studies, algorithmic insights, and design guidelines that connect theoretical principles to hands-on engineering practice.This book is tailored for graduate students, researchers, and practitioners in control systems, robotics, artificial intelligence, and systems engineering. It is ideal for those seeking to deepen their understanding of learning-enabled control systems, whether for academic study or real-world application.

Seller Inventory # 9781041302773

Title
Learning-Enabled Autonomous Systems : Control, Verification, and Monitoring
Author
Jianglin Lan
Publisher
Taylor & Francis Ltd Sep 2026
Publication year
2026
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1041302770
ISBN 13
9781041302773
Item weight
570 grams
Dimensions
234x156x14 mm

AHA-BUCH GmbH

Einbeck, Germany

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