Tetsuo Sakai

Reinforcement Learning for Laser Welding Speed Control Minimizing Bead Width Error

In this paper, we propose a method for reinforcement learning-based laser welding control. Conventional methods apply standard reinforcement learning formulations to welding tasks, but we show that this formulation can minimize bead width or penetration depth errors only when the welding speed is co…