ShipTraj-R1: Reinforcing Ship Trajectory Prediction in Large Language Models via Group Relative Policy Optimization

Yang Zhan 0007, Yunhao Li, Chao Zhang, Yuxu Lu, Yan Li 0110. ShipTraj-R1: Reinforcing Ship Trajectory Prediction in Large Language Models via Group Relative Policy Optimization. In Raymond Chi-Wing Wong, Hanghang Tong, Hua Lu 0001, James T. Kwok, Flora D. Salim, Yuanfeng Song, Man Lung Yiu, editors, Advances in Knowledge Discovery and Data Mining - 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2026, Hong Kong, China, June 9-12, 2026, Proceedings, Part I. Volume 16597 of Lecture Notes in Computer Science, pages 56-68, Springer, 2026. [doi]

Abstract

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