Offline Reinforcement Learning Using Distributional Representation for Autonomous Uncrewed Surface Vehicles Navigation
Uncrewed surface vehicles (USVs) have the potential to create ocean Internet of Things (IoT) in a dynamic maritime traffic environment. The autonomous navigation of USVs in complex unknown environments poses a core bottleneck for deploying such marine communication systems. In recent years, the deep reinforcement learn...