Title :
Machine mediated training based on coaching
Author :
Sano, Akihito ; Fujimoto, Hideo ; Matsushita, Kazuyoshi
Author_Institution :
Dept. of Mech. Eng., Nagoya Inst. of Technol., Japan
fDate :
6/21/1905 12:00:00 AM
Abstract :
In general, transferring motor skills from human to human via conventional media is very difficult, and training takes a lot of time to be completed. A robotic device can be considered as a medium through which motion intelligence or motor skill is transferred. This mechanical medium can provide accurate measurement and physical assistance which is often effective for motor skill training. Our goal is to develop the machine mediated training system for motor skills. In this paper, the skill transfer based on coaching by the neural network-based virtual expert is discussed. In the training experiments, the skill-up process is investigated and the effectiveness of the proposed method is confirmed
Keywords :
computer based training; intelligent tutoring systems; neural nets; robots; coaching; machine mediated training; motion intelligence; motor skills; neural network-based virtual expert; robotic device; skill transfer; Books; Collaboration; Haptic interfaces; Humans; Intelligent robots; Machine intelligence; Mechanical engineering; Mechanical variables measurement; Neural networks; Robot control;
Conference_Titel :
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location :
Tokyo
Print_ISBN :
0-7803-5731-0
DOI :
10.1109/ICSMC.1999.825411