• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
成果搜索

author:

Wei, X. (Wei, X..) [1] | Sun, F. (Sun, F..) [2] | Yu, Y. (Yu, Y..) [3] | Liu, C. (Liu, C..) [4] | Fang, B. (Fang, B..) [5] | Jing, M. (Jing, M..) [6]

Indexed by:

Scopus

Abstract:

It is an effective way for the robots to learn operation skills from the humans. In this paper, we realize a skill learning system based on a teleportation system for transferring the human experience to the robot. Firstly, the robotic teleoperation system with a wearable device is developed by controlling the motor speed directly. This system greatly reduces the time delay by comparing with the way that controlling with point position. Then, a rotation invariant dynamical movement primitive method is presented for learning the operation skills. Finally, the effectiveness of the proposed human experience learning system is evaluated by experiments on a Baxter robot. The human-robot interaction experiment shows the validity of the presented robotic skill learning system. © 2017 IEEE.

Keyword:

imitation learning; Skill learning; teleoperation system

Community:

  • [ 1 ] [Wei, X.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, 350116, China
  • [ 2 ] [Sun, F.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, 350116, China
  • [ 3 ] [Sun, F.]Tsinghua National Laboratory for Information Science and Technology, State Key Lab on Intelligence and Technology, Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China
  • [ 4 ] [Yu, Y.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, 350116, China
  • [ 5 ] [Liu, C.]Tsinghua National Laboratory for Information Science and Technology, State Key Lab on Intelligence and Technology, Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China
  • [ 6 ] [Fang, B.]Tsinghua National Laboratory for Information Science and Technology, State Key Lab on Intelligence and Technology, Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China
  • [ 7 ] [Jing, M.]Tsinghua National Laboratory for Information Science and Technology, State Key Lab on Intelligence and Technology, Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China

Reprint 's Address:

  • [Sun, F.]College of Mathematics and Computer Science, Fuzhou UniversityChina

Show more details

Related Keywords:

Related Article:

Source :

2017 IEEE International Conference on Robotics and Biomimetics, ROBIO 2017

Year: 2018

Volume: 2018-January

Page: 1-6

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

Affiliated Colleges:

Online/Total:241/10114327
Address:FZU Library(No.2 Xuyuan Road, Fuzhou, Fujian, PRC Post Code:350116) Contact Us:0591-22865326
Copyright:FZU Library Technical Support:Beijing Aegean Software Co., Ltd. 闽ICP备05005463号-1