Green Simulation Assisted Reinforcement Learning with Model Risk for Biomanufacturing Learning and Control

Hua Zheng, Wei Xie, Mingbin Ben Feng

Biopharmaceutical manufacturing faces critical challenges, including complexity, high variability, lengthy lead time, and limited historical data and knowledge of the underlying sy…