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In this paper, a novel asymptotically stable reinforcement learning-based neural network controller using adaptive bounding technique for the tracking problem of a class continuous nonlinear system is proposed. An actor-critic structure is adopted for designing the controller, in which the critic network is tuned by itself and generates the reinforcement learning signal to tune actor network which...
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