Extended-deep Q-network: A functional reinforcement learning-based energy management strategy for plug-in hybrid electric vehicles

Plug-in Hybrid Electric Vehicles offer a promising solution for the increasing CO2 emission problem. However, the improved economy strongly depends on the energy management strategy. Traditional rule-based strategies are no more practical considering the increasing complexity in control objectives....

Ausführliche Beschreibung

Bibliografische Detailangaben

1. Verfasser:	Amr Mousa
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Elsevier 2023-07-01
Schriftenreihe:	Engineering Science and Technology, an International Journal
Schlagworte:	Action masking Deep Q-networks Functional architecture Reinforcement learning Energy management strategy Plug-in hybrid electric vehicles
Online-Zugang:	http://www.sciencedirect.com/science/article/pii/S221509862300112X
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