학술논문
Multi-objective reinforcement learning for fed-batch fermentation process control
Document Type
Article
Author
Source
In Journal of Process Control July 2022 115:89-99
Subject
Language
ISSN
0959-1524
Abstract
Highlights •A multi-objective optimization problem of fed-batch fermentation process is explored.•Soft PPO algorithm combined with a hybrid weight-generation method is proposed.•Experiments show the efficiency in approaching the Pareto front of the fermentation problem.