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ICRA
2006
IEEE
149views Robotics» more  ICRA 2006»
15 years 5 months ago
On Learning the Statistical Representation of a Task and Generalizing it to Various Contexts
— This paper presents an architecture for solving generically the problem of extracting the constraints of a given task in a programming by demonstration framework and the problem...
Sylvain Calinon, Florent Guenter, Aude Billard
IJCNN
2006
IEEE
15 years 5 months ago
Reinforcement Learning for Parameterized Motor Primitives
Abstract— One of the major challenges in both action generation for robotics and in the understanding of human motor control is to learn the “building blocks of movement genera...
Jan Peters, Stefan Schaal
IROS
2006
IEEE
131views Robotics» more  IROS 2006»
15 years 5 months ago
Imitation Learning of Whole-Body Grasps
Abstract— A system is detailed here for using imitation learning to teach a robot to grasp objects using both hand and wholebody grasps, which use the arms and torso as well as h...
Kaijen Hsiao, Tomás Lozano-Pérez
IROS
2006
IEEE
139views Robotics» more  IROS 2006»
15 years 5 months ago
Bringing Together Human and Robotic Environment Representations A Pilot Study
— Human interaction with a service robot requires a shared representation of the environment for spoken dialogue and task specification where names used for particular locations...
Elin Anna Topp, Helge Hüttenrauch, Henrik I. ...
IROS
2006
IEEE
126views Robotics» more  IROS 2006»
15 years 5 months ago
A System for Robotic Heart Surgery that Learns to Tie Knots Using Recurrent Neural Networks
Abstract— Tying suture knots is a time-consuming task performed frequently during Minimally Invasive Surgery (MIS). Automating this task could greatly reduce total surgery time f...
Hermann Georg Mayer, Faustino J. Gomez, Daan Wiers...