Iterative Learning Control-Informed Reinforcement Learning for Batch Process Control

Runze Lin, Ziqi Zhuo, Junghui Chen +2

A significant limitation of Deep Reinforcement Learning (DRL) is the stochastic uncertainty in actions generated during exploration-exploitation, which poses substantial safety ris…