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

Author:

Ruan, Xiao-Gang (Ruan, Xiao-Gang.) | Ren, Hong-Ge (Ren, Hong-Ge.) | Wang, Qi-Yuan (Wang, Qi-Yuan.)

Indexed by:

EI Scopus

Abstract:

Aiming at the movement balance problem of the twowheeled robot, the operant conditioning theory of artificial cerebellar sensorimotor systems is used, and the theory adopts a learning mechanisms of Skinner's operation conditioned based on the learning algorithm of recurrent neural network, through learning and training, the two-wheeled robot can obtain the skills of movement balance control like a robot or animal in the process of gradually forming, developing and improving by selforganization. The simulation results show that the Skinner's operation conditioning has such a virtue of stronger self-learning ability and higher robustness. © 2009 IEEE.

Keyword:

Educational robots Intelligent systems Robots Learning algorithms Recurrent neural networks

Author Community:

  • [ 1 ] [Ruan, Xiao-Gang]School of Electronic and Control Engineering, Beijing University of Technology, Beijing, China
  • [ 2 ] [Ren, Hong-Ge]School of Electronic and Control Engineering, Beijing University of Technology, Beijing, China
  • [ 3 ] [Wang, Qi-Yuan]School of Electronic and Control Engineering, Beijing University of Technology, Beijing, China

Reprint Author's Address:

Show more details

Related Keywords:

Related Article:

Source :

Year: 2009

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

Affiliated Colleges:

Online/Total:624/5306034
Address:BJUT Library(100 Pingleyuan,Chaoyang District,Beijing 100124, China Post Code:100124) Contact Us:010-67392185
Copyright:BJUT Library Technical Support:Beijing Aegean Software Co., Ltd.