Dong-Hoon Kim

Safety-Enhanced COLREGs-Compliant Path Planning for USVs with a CBF-Based Safety Shield

Extensive simulations conducted under diverse single- and multi-vessel encounter scenarios quantitatively demonstrate that the proposed method substantially reduces collision and COLREGs violation rates compared to baseline DRL-only or reward-shaping methods, while maintaining excellent computational scalability and re...