Dita Puspita

Deep Reinforcement Learning-Based Energy and Power Management for Ships: A Perspective Review of Methods and Applications

It is argued that future shipboard EMS/PMS adopt integrated hierarchical DRL frameworks across all three decision layers, leveraging DRL’s strengths in sequential policy learning in dynamic environments and supporting multi-time-scale decision-making.