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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.
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Control Theory and Applications
ISSN: 1000-8152
Year: 2015
Issue: 5
Volume: 32
Page: 674-681
Cited Count:
SCOPUS Cited Count: 4
ESI Highly Cited Papers on the List: 0 Unfold All
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30 Days PV: 0
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