Energy management strategy for hybrid electric propulsion system based on parametric deep Q-network in hybrid action space
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
Published online on September 01, 2025
Abstract
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Ahead of Print.
This study proposes an energy management strategy (EMS) for hybrid power systems based on model-free deep reinforcement learning using parametric Deep Q-Network (P-DQN/MP-DQN). The traditional deep reinforcement learning (DRL) paradigm-based EMS is ...
This study proposes an energy management strategy (EMS) for hybrid power systems based on model-free deep reinforcement learning using parametric Deep Q-Network (P-DQN/MP-DQN). The traditional deep reinforcement learning (DRL) paradigm-based EMS is ...