AINeutralarXiv – CS AI · 18h ago6/10
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Towards Long-Horizon Vessel Trajectory and Destination Forecasting with Reasoning Large Language Models
Researchers develop a large language model framework for predicting vessel trajectories and destinations up to 30 days in advance using reinforcement learning with verifiable rewards. The approach outperforms traditional deep learning methods by maintaining route feasibility and destination accuracy over extended maritime forecasting horizons.