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An adaptive critic neural network-based tracking autopilot design for autonomous underwater vehicles (AUV) was proposed in this paper. The adaptive critic learning scheme consists of an associative search network (ASN), which is implemented by the three-layer neural network to approximate nonlinear and complex functions of autonomous underwater vehicles, and an adaptive critic network (ACN) generating...
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