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Author:

Huang, Jing (Huang, Jing.) | Ruan, Xiao-Gang (Ruan, Xiao-Gang.) | Yu, Nai-Gong (Yu, Nai-Gong.) (Scholars:于乃功) | Zhang, Xiao-Ping (Zhang, Xiao-Ping.) | Wei, Ruo-Yan (Wei, Ruo-Yan.) | Fan, Qing-Wu (Fan, Qing-Wu.)

Indexed by:

EI PKU CSCD

Abstract:

In order to explore the cognitive mechanism and simulate the cognitive ability, we develop an artificial sensorimotor system with operant conditioning function (ASSOCF) to improve the cognitive and intelligent ability of robots. The system reproduces the biological motor cognition by simulating the sensorimotor system and realizes the mapping from perception to action. Meanwhile, the system is endowed with operant conditioning function based on Skinner's operant conditioning theory. It forms the close-loop system between perception and action in compliance with the logic of 'stimulus-response-reinforcement'. Two classic experiments in behavioral psychology and control theory, Skinner pigeon experiment and Wiener worm experiment, are performed to testify the validity of the system. Comparisons of the experiment results prove that the system successfully simulates the biological sensorimotor system. With such a system, the robots are endowed with the abilities of autonomous learning and self-adaptation to the environment. ©, 2015, South China University of Technology. All right reserved.

Keyword:

Intelligent robots Behavioral research Neural networks

Author Community:

  • [ 1 ] [Huang, Jing]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing; 100124, China
  • [ 2 ] [Huang, Jing]Pilot College, Beijing University of Technology, Beijing; 101101, China
  • [ 3 ] [Ruan, Xiao-Gang]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing; 100124, China
  • [ 4 ] [Yu, Nai-Gong]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing; 100124, China
  • [ 5 ] [Zhang, Xiao-Ping]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing; 100124, China
  • [ 6 ] [Wei, Ruo-Yan]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing; 100124, China
  • [ 7 ] [Fan, Qing-Wu]Pilot College, Beijing University of Technology, Beijing; 101101, China

Reprint Author's Address:

  • [huang, jing]college of electronic information and control engineering, beijing university of technology, beijing; 100124, china;;[huang, jing]pilot college, beijing university of technology, beijing; 101101, china

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Source :

Control Theory and Applications

ISSN: 1000-8152

Year: 2015

Issue: 5

Volume: 32

Page: 674-681

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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