Multi-Agent Deep Reinforcement Learning Algorithms for Distributed Charging Station Management

With the continued growth of the electric vehicle (EV) fleet, the issue of cross-regional coordinated scheduling for charging infrastructure has become increasingly prominent, facing challenges such as uneven resource allocation and delayed responses. Considering the complex coupling between chargin...

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Bibliographic Details
Published in:	International journal of advanced computer science & applications Vol. 16; no. 7
Main Authors:	Junda, Li, Tianan, Wang, Dingyi, Zhang, Quancai, Wu, Jian, Liu
Format:	Journal Article
Language:	English
Published:	West Yorkshire Science and Information (SAI) Organization Limited 2025
Subjects:	Algorithms Collaboration Computer science Critics Decision making Decomposition Deep learning Efficiency Electric vehicle charging Electric vehicles Energy management Infrastructure Machine learning Markov analysis Markov processes Methods Multiagent systems Optimization Power supply Resource allocation Resource utilization Scheduling Simulation Smart grid Traffic
ISSN:	2158-107X, 2156-5570
Online Access:	Get full text
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