Robot Learning by Visual Observatio - E-book

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Robot Learning By Visual Observation - ENG

Aleksandar Vakanski; Farrokh Janabi-Sharifi

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Sinopsis

ISBN:	9781119091998
Formato:	ePub
Idioma:	Inglés
Editorial:	Wiley Global Research (STMS)
Tema:	Tecnología e ingeniería
Subtema:	Robótica
Año de publicación:	2017-01-13

This book presents programming by demonstration for robot learning from observations with a focus on the trajectory level of task abstraction Discusses methods for optimization of task reproduction, such as reformulation of task planning as a constrained optimization problem Focuses on regression approaches, such as Gaussian mixture regression, spline regression, and locally weighted regression Concentrates on the use of vision sensors for capturing motions and actions during task demonstration by a human task expert

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