Robot Learning by Visual Observation. Aleksandar Vakanski
Robot Learning by Visual Observation
Год выпуска: 0
Автор произведения: Aleksandar Vakanski
Жанр: Техническая литература
Издательство: John Wiley & Sons Limited
isbn: 9781119091783
Краткое описание:
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