MANUFACTURING PROCESS CONTROL USING CONSTRAINED REINFORCEMENT MACHINE LEARNING

摘要

For manufacturing process control, closed-loop control is provided (18) based on a constrained reinforcement learned network (32). The reinforcement is constrained (22) to account for the manufacturing application. The constraints may be for an amount of change, limits, or other factors reflecting capabilities of the controlled device and/or safety.