Learning for Adaptive and Reactive Robot Control : A Dynamical Systems Approach

Lingua: inglese

Editore: MIT Press Ltd Feb 2022, 2022

0262046164 / 9780262046169

Da: AHA-BUCH GmbH, Einbeck, GermaniaAHA-BUCH GmbH

Venditore con 5 stelle

Venditore AbeBooks dal 14 agosto 2006

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Descrizione dell’articolo da parte del venditore

Neuware - Methods by which robots can learn control laws that enable real-time reactivity using dynamical systems; with applications and exercises.This book presents a wealth of machine learning techniques to make the control of robots more flexible and safe when interacting with humans. It introduces a set of control laws that enable reactivity using dynamical systems, a widely used method for solving motion-planning problems in robotics. These control approaches can replan in milliseconds to adapt to new environmental constraints and offer safe and compliant control of forces in contact. The techniques offer theoretical advantages, including convergence to a goal, non-penetration of obstacles, and passivity. The coverage of learning begins with low-level control parameters and progresses to higher-level competencies composed of combinations of skills. Learning for Adaptive and Reactive Robot Control is designed for graduate-level courses in robotics, with chapters that proceed from fundamentals to more advanced content. Techniques covered include learning from demonstration, optimization, and reinforcement learning, and using dynamical systems in learning control laws, trajectory planning, and methods for compliant and force control . Features for teaching in each chapter: - applications, which range from arm manipulators to whole-body control of humanoid robots;- pencil-and-paper and programming exercises;- lecture videos, slides, and MATLAB code examples available on the author’s website . - an eTextbook platform website offering protected material[EPS2] for instructors including solutions.

Codice articolo 9780262046169

Titolo
Learning for Adaptive and Reactive Robot Control : A Dynamical Systems Approach
Autore
Sina Mirrazavi
Editore
MIT Press Ltd Feb 2022
Anno di pubblicazione
2022
Condizione
Neu
Rilegatura
Buch
Lingua
inglese
ISBN 10
0262046164
ISBN 13
9780262046169
Peso dell'articolo
1192 grammi
Dimensioni
259x181x27 mm

AHA-BUCH GmbH

Einbeck, Germania

Venditore con 5 stelle

Venditore AbeBooks dal 14 agosto 2006

Tariffe di spedizione da Germania a U.S.A.

ArticoloDa 7 a 10 giorni lavorativiDa 5 a 7 giorni lavorativi
Primo articoloEUR 38,84EUR 44,80
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