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Adaptive And Learningbased Control Of Safetycritical Systems Max Cohen

  • SKU: BELL-50246556
Adaptive And Learningbased Control Of Safetycritical Systems Max Cohen
$ 31.00 $ 45.00 (-31%)

5.0

88 reviews

Adaptive And Learningbased Control Of Safetycritical Systems Max Cohen instant download after payment.

Publisher: Springer
File Extension: PDF
File size: 4.12 MB
Pages: 208
Author: Max Cohen, Calin Belta
ISBN: 9783031293092, 3031293096
Language: English
Year: 2023

Product desciption

Adaptive And Learningbased Control Of Safetycritical Systems Max Cohen by Max Cohen, Calin Belta 9783031293092, 3031293096 instant download after payment.

This book stems from the growing use of learning-based techniques, such as reinforcement learning and adaptive control, in the control of autonomous and safety-critical systems.  Safety is critical to many applications, such as autonomous driving, air traffic control, and robotics.  As these learning-enabled technologies become more prevalent in the control of autonomous systems, it becomes increasingly important to ensure that such systems are safe.  To address these challenges, the authors provide a self-contained treatment of learning-based control techniques with rigorous guarantees of stability and safety.  This book contains recent results on provably correct control techniques from specifications that go beyond safety and stability, such as temporal logic formulas.  The authors bring together control theory, optimization, machine learning, and formal methods and present worked-out examples and extensive simulation examples to complement the mathematical style of presentation.  Prerequisites are minimal, and the underlying ideas are accessible to readers with only a brief background in control-theoretic ideas, such as Lyapunov stability theory.

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