Energy management strategy via maximum entropy reinforcement learning for an extended range logistics vehicle - Xiao, Boyi; Yang, Weiwei; Wu, Jiamin; Walker, Paul D.; Zhang, Nong (Energy (Oxford), 2022)
Keywords: Algorithms; Auxiliary power units; batteries; Battery chargers; Charge protection; Charging; Convergence; Deep reinforcement learning; Dynamic programming; Electric vehicles; Energy conversion efficiency; Energy efficiency; Energy management; Energy management strategy; energy use and consumption; Entropy; Extended range electric vehicle; Fuel consumption; fuels; Global optimization; issues and policy; Learning; Life span; Logistics; longevity; Maximum entropy; Optimization; Predictive control; Reinforcement; Soft actor-critic; Extended range electric vehicle; Charge protection; Deep reinforcement learning; Soft actor-critic; Energy management strategy