Jong Woo Kim

Jong Woo Kim

Technische Universität Berlin - Berlin / Germany
Engineering & Technology / Chemical Engineering
AD Scientific Index ID: 4564061
Technical University of Berlin TU Berlin
person_outline Jong Woo Kim's MOST POPULAR ARTICLES
1-) Reinforcement learning based optimal control of batch processes using Monte-Carlo deep deterministic policy gradient with phase segmentationH Yoo, B Kim, JW Kim, JH LeeComputers & Chemical Engineering 144 (4), 2020452020
2-) A model-based deep reinforcement learning method applied to finite-horizon optimal control of nonlinear control-affine systemJW Kim, BJ Park, H Yoo, TH Oh, JH Lee, JM LeeJournal of Process Control 87, 166-178, 2020352020
3-) Integration of Reinforcement Learning and Model Predictive Control to Optimize Semi‐batch BioreactorTH Oh, HM Park, JW Kim, JM LeeAIChE Journal, e17658, 2022262022
4-) Modern Machine Learning Tools for Monitoring and Control of Industrial Processes: A SurveyRB Gopaluni, A Tulsyan, B Chachuat, B Huang, JM Lee, F Amjad, ...IFAC-PapersOnLine 53 (2), 218-229, 2020422020
5-) Model-based reinforcement learning and predictive control for two-stage optimal control of fed-batch bioreactorJW Kim, BJ Park, TH Oh, JM LeeComputers & Chemical Engineering 154, 2021342021