Multi-Agent Deep Deterministic Policy Gradient (MADDPG) approach for optimizing Electric Vehicle (EV) charging scheduling.
Maximize each vehicle's State of Charge (SOC) while minimizing the constraints of charging station capacity.
Please see the theoretical formulation of the MADRL training process in the following reference: Md. Shadman Abid, Hasan Jamil Apon, Salman Hossain, Ashik Ahmed, Razzaqul Ahshan, M.S. Hossain Lipu, "A novel multi-objective optimization based multi-agent deep reinforcement learning approach for microgrid resources planning", Applied Energy, Volume 353, Part A, 2024, 122029, ISSN 0306-2619, https://doi.org/10.1016/j.apenergy.2023.122029.
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