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Abstract: Position sensorless control of interior permanent magnet synchronous motors (IPMSMs) is of great importance for the sake of the cost reduction and robustness improvement. An improved ...

Abstract: In this paper, a value-iteration-based off-policy Q-learning algorithm is developed. The proposed algorithm solves the optimal regulation problem of nonlinear systems with unknown dynamics.