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Abstract: Due to the features of strong nonlinearity and hybrid driving with multipower sources, a novel deep reinforcement learning (DRL)-based hierarchical energy control architecture is presented ...

Abstract: Enhancing the comprehensive performance of electric vehicles (EVs) through highly integrated electric drive technologies is a prominent research focus. In this article, we propose a novel ...