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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.
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