Reinforcement Learning Ship Autopilot: Sample efficient and Model Predictive Control-based Approach

Yunduan Cui, Shigeki Osaki, Takamitsu Matsubara

In this research we focus on developing a reinforcement learning system for a challenging task: autonomous control of a real-sized boat, with difficulties arising from large uncert…