Dynamic Control of a Fiber Manufacturing Process using Deep Reinforcement Learning

Sangwoon Kim, David Donghyun Kim, Brian Anthony

This paper presents a model-free deep reinforcement learning (DRL) approach for controlling a fiber drawing system. The custom DRL-based control system predictively regulates fiber…