Haptic and Visual Training of System Behavior – a case study for Robotic Programming-by-Demonstration

نویسندگان

  • Thomas Hulin
  • Carsten Preusche
  • Eldad Yechiam
  • Ariel Telpaz
  • Volker Schmirgel
  • Uwe E. Zimmermann
چکیده

Programming-by-demonstration (PBD) is a new paradigm for programming industrial robots enabled by the development of the DLR/KUKA light-weight robot. Although the PBD approach facilitates and simplifies the generation of robot programs, the technician still needs to have skills and knowledge about the robotic system in order to produce efficient trajectories and to exploit the abilities of the robot in an optimal way. Within the EU-SKILLS project a robotic training system and protocol was developed to enable enactive learning of robotic skills and abilities. The paper presents the evaluation of the skill transfer for robotic PBD based on enactive learning.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Robust Controller with Online Authority Transformation for Dual User Haptic Training System

In this study, a force reflection control structure is developed for the surgery training haptic system. In the surgery training haptic system, the surgical operation is cooperatively performed by a trainer and a trainee. The participation of each surgeon in the operation is established through their own haptic consoles. Although the operation is primarily performed by the trainee, the trainer ...

متن کامل

Reliability analysis of a robotic system using hybridized technique

In this manuscript, the reliability of a robotic system has been analyzed using the available data (containing vagueness, uncertainty, etc). Quantification of involved uncertainties is done through data fuzzification using triangular fuzzy numbers with known spreads as suggested by system experts. With fuzzified data, if the existing fuzzy lambda–tau (FLT) technique is employed, then the comput...

متن کامل

Retraining of interjoint arm coordination after stroke using robot-assisted time-independent functional training.

We have developed a haptic-based approach for retraining of interjoint coordination following stroke called time-independent functional training (TIFT) and implemented this mode in the ARMin III robotic exoskeleton. The ARMin III robot was developed by Drs. Robert Riener and Tobias Nef at the Swiss Federal Institute of Technology Zurich (Eidgenossische Technische Hochschule Zurich, or ETH Zuric...

متن کامل

Sharpening haptic inputs for teaching a manipulation skill to a robot

Gaussian mixtures-based learning algorithms are suitable strategies for trajectory learning and skill acquisition, in the context of programming by demonstration (PbD). Input streams other than visual information, as used in most applications up to date, reveal themselves as quite useful in trajectory learning experiments where visual sources are not available. In this work we have used force/t...

متن کامل

A Review on Applications of Haptic Systems, Virtual Reality, and Artificial Intelligence in Medical Training in COVID-19 Pandemic

This paper presents a survey on haptic technology, virtual reality, and artificial intelligence applications in medical training during the COVID-19 pandemic. Over the last few decades, there has been a great deal of interest in using new technologies to establish capable approaches for medical training purposes. These methods are intended to minimize surgerychr('39')s adverse effects, mostly w...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011