9783031293092 - adaptive and learning-based control of safety-critical systems (synthesis lectures on computer science) de cohen, max; belta, calin (11 resultados)
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Editorial: Springer 2023
Serie: Synthesis Lectures on Computer Science, Libro 5 de 13. Libro 5 de 13 - Synthesis Lectures on Computer Science
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Serie: Synthesis Lectures on Computer Science, Libro 5 de 13. Libro 5 de 13 - Synthesis Lectures on Computer Science
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Buch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 traf…fic 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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Editorial: Springer 2023
Serie: Synthesis Lectures on Computer Science, Libro 5 de 13. Libro 5 de 13 - Synthesis Lectures on Computer Science
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Condición: Hervorragend. Zustand: Hervorragend | Sprache: Englisch | Produktart: Bücher | 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 dr…iving, 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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Editorial: Springer 2023
Serie: Synthesis Lectures on Computer Science, Libro 5 de 13. Libro 5 de 13 - Synthesis Lectures on Computer Science
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Librería: BUCHSERVICE / ANTIQUARIAT Lars Lutzer, Wahlstedt, AlemaniaBUCHSERVICE / ANTIQUARIAT Lars Lutzer
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Hardcover. Condición: gut. 2023. Adaptive and Learning-Based Control of Safety-Critical Systems In deutscher Sprache. pages.
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Editorial: Springer 2023
Serie: Synthesis Lectures on Computer Science, Libro 5 de 13. Libro 5 de 13 - Synthesis Lectures on Computer Science
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Librería: Brook Bookstore On Demand, Napoli, NA, ItaliaBrook Bookstore On Demand
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Condición: new. Questo è un articolo print on demand.
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Editorial: Springer International Publishing Mai 2023 2023
Serie: Synthesis Lectures on Computer Science, Libro 5 de 13. Libro 5 de 13 - Synthesis Lectures on Computer Science
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Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, , AlemaniaBuchWeltWeit Ludwig Meier e.K.
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Buch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 d…riving, 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. 216 pp. Englisch.
Idioma: Inglés
Editorial: Springer 2023
Serie: Synthesis Lectures on Computer Science, Libro 5 de 13. Libro 5 de 13 - Synthesis Lectures on Computer Science
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Librería: Majestic Books, Hounslow, , Reino UnidoMajestic Books
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Editorial: Springer 2023
Serie: Synthesis Lectures on Computer Science, Libro 5 de 13. Libro 5 de 13 - Synthesis Lectures on Computer Science
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Librería: Biblios, frankfurt am main, HESSE, AlemaniaBiblios
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Editorial: Springer 2023
Serie: Synthesis Lectures on Computer Science, Libro 5 de 13. Libro 5 de 13 - Synthesis Lectures on Computer Science
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Librería: preigu, Osnabrück, Alemaniapreigu
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Buch. Condición: Neu. Adaptive and Learning-Based Control of Safety-Critical Systems | Max Cohen (u. a.) | Buch | Synthesis Lectures on Computer Science | xx | Englisch | 2023 | Springer | EAN 9783031293092 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]spr…inger[dot]com | Anbieter: preigu Print on Demand.
Idioma: Inglés
Editorial: Springer, Springer Mai 2023 2023
Serie: Synthesis Lectures on Computer Science, Libro 5 de 13. Libro 5 de 13 - Synthesis Lectures on Computer Science
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Librería: buchversandmimpf2000, Emtmannsberg, BAYE, Alemaniabuchversandmimpf2000
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Buch. Condición: Neu. This item is printed on demand - Print on Demand Titel. Neuware -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 drivi…ng, 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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 216 pp. Englisch.
