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The world has witnessed a rapid development of unmanned systems, which has created fruitful innovative approaches to previously unsolvable problems in Marine and Ocean Engineering. Advanced and intelligent operation methods for marine vehicles are being applied to a variety of significant engineering applications, contributing to the joy of interdisciplinary cooperation. This Reprint focuses on research related to the operation of autonomous marine vehicles, which discusses perception, decision-making, control, and other topics of single/multiple marine vehicles.