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Handling Uncertainty and Networked Structure in Robot Control

This book focuses on two challenges posed in robot control by the increasing adoption of robots in the everyday human environment: uncertainty and networked communication. Part I of the book describes learning control to address environmental uncertainty. Part II discusses state estimation, active s...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Bușoniu, Lucian (Editor ), Tamás, Levente (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Studies in Systems, Decision and Control, 42
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • From the Contents: Part I Learning Control in Unknown Environments
  • Robot Learning for Persistent Autonomy
  • The Explore-Exploit Dilemma in Nonstationary Decision Making under Uncertainty.- Part II Dealing with Sensing Uncertainty
  • Observer Design for Robot Manipulators via Takagi-Sugeno Models and Linear Matrix Inequalities.- Part III Control of Networked and Interconnected Robots
  • Vision-based quadcopter navigation in structured environments.