Janghoon Seo

DQN-Based Operational Path Planning for Autonomous Fishing Vessel Safety in Waves

Developing autonomous navigation systems for small fishing vessels is required to improve path-tracking robustness and mitigate severe wave-induced roll motions. This study proposes a Deep Q-Network (DQN)-based operational path planning methodology that explicitly incorporates roll motion reduction into the reward func...