Robot Learning by Visual Observation

Robot Learning by Visual Observation

Forfatter: Aleksandar Vakanski, Farrokh Janabi-Sharifi
Forlag: Wiley
Udgave: 1
Udgivelsesdato: 2017
ISBN: 9781119091806

Vælg hvordan du vil læse

0

Betal med Klarna
14 dages fortrydelsesret

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

Du kan måske også lide