Sheng Huang

Learning to sail without wind information: reinforcement learning-based control for unmanned sailing vessels under partial observability

Unmanned sailing vessels commonly rely on real-time wind-field measurements as key inputs for multi-level decision-making, including path planning and control. During long-endurance offshore missions, however, wind-sensing systems may be affected by harsh environmental conditions...