S. He

Towards COLREGs-aware ship collision avoidance with multi-agent PPO-LSTM in maritime IoT

Maritime Autonomous Surface Ships are expected to operate in a maritime IoT environment, where distributed sensing, V2V/AIS/VDES communication links, and electronic charts jointly support perception–decision–control loops for safe navigation in congested waters. A key challenge i...