Yuya Hamamatsu

Cross-Platform Learning-Based Fault Tolerant Surfacing Controller for Underwater Robots

In this paper, we propose a novel cross-platform fault-tolerant surfacing controller for underwater robots, based on reinforcement learning (RL). Unlike conventional approaches, which require explicit identification of malfunctioning actuators, our method allows the robot to surface using only the r