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author:

Fang, Bin (Fang, Bin.) [1] | Wei, Xiang (Wei, Xiang.) [2] | Sun, Fuchun (Sun, Fuchun.) [3] | Huang, Haiming (Huang, Haiming.) [4] | Yu, Yuanlong (Yu, Yuanlong.) [5] (Scholars:于元隆) | Liu, Huaping (Liu, Huaping.) [6]

Indexed by:

EI Scopus SCIE CSCD

Abstract:

With the accelerated aging of the global population and escalating labor costs, more service robots are needed to help people perform complex tasks. As such, human-robot interaction is a particularly important research topic. To effectively transfer human behavior skills to a robot, in this study, we conveyed skill-learning functions via our proposed wearable device. The robotic teleoperation system utilizes interactive demonstration via the wearable device by directly controlling the speed of the motors. We present a rotation-invariant dynamical-movement-primitive method for learning interaction skills. We also conducted robotic teleoperation demonstrations and designed imitation learning experiments. The experimental human-robot interaction results confirm the effectiveness of the proposed method.

Keyword:

dynamical movement primitive interaction skill learning teleoperation

Community:

  • [ 1 ] [Fang, Bin]Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China
  • [ 2 ] [Sun, Fuchun]Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China
  • [ 3 ] [Liu, Huaping]Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China
  • [ 4 ] [Huang, Haiming]Shenzhen Univ, Coll Informat Engn, Shenzhen 518060, Peoples R China
  • [ 5 ] [Wei, Xiang]Fuzhou Univ, Fuzhou 350108, Fujian, Peoples R China
  • [ 6 ] [Yu, Yuanlong]Fuzhou Univ, Fuzhou 350108, Fujian, Peoples R China

Reprint 's Address:

  • [Fang, Bin]Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China

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Source :

TSINGHUA SCIENCE AND TECHNOLOGY

ISSN: 1007-0214

CN: 11-3745/N

Year: 2019

Issue: 6

Volume: 24

Page: 654-662

1 . 3 2 8

JCR@2019

5 . 2 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:162

JCR Journal Grade:3

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 27

SCOPUS Cited Count: 34

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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