1. A dynamic penalty approach to state constraint handling in deep reinforcement learning. (July 2022) Authors: Yoo, Haeun; Zavala, Victor M.; Lee, Jay H. Journal: Journal of process control Issue: Volume 115(2022) Page Start: 157 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A Dynamic Penalty Function Approach for Constraint-Handling in Reinforcement Learning. Issue 3 (2021) Authors: Yoo, Haeun; Zavala, Victor M.; Lee, Jay H. Journal: IFAC-PapersOnLine Issue: Volume 54:Issue 3(2021) Page Start: 487 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. A model-based deep reinforcement learning method applied to finite-horizon optimal control of nonlinear control-affine system. (March 2020) Authors: Kim, Jong Woo; Park, Byung Jun; Yoo, Haeun; Oh, Tae Hoon; Lee, Jay H.; Lee, Jong Min Journal: Journal of process control Issue: Volume 87(2020) Page Start: 166 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Deep reinforcement learning based finite-horizon optimal tracking control for nonlinear system. Issue 25 (2018) Authors: Kim, Jong Woo; Park, Byung Jun; Yoo, Haeun; Lee, Jay H.; Lee, Jong Min Journal: IFAC-PapersOnLine Issue: Volume 51:Issue 25(2018) Page Start: 257 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Reinforcement learning based optimal control of batch processes using Monte-Carlo deep deterministic policy gradient with phase segmentation. (4th January 2021) Authors: Yoo, Haeun; Kim, Boeun; Kim, Jong Woo; Lee, Jay H. Journal: Computers & chemical engineering Issue: Volume 144(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Reinforcement learning for batch process control: Review and perspectives. (2021) Authors: Yoo, Haeun; Byun, Ha Eun; Han, Dongho; Lee, Jay H. Journal: Annual reviews in control Issue: Volume 52(2021) Page Start: 108 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Sustainability analysis of CO2 capture and utilization processes using a computer-aided tool. (July 2018) Authors: Roh, Kosan; Lim, Hyungmuk; Chung, Wonseok; Oh, Jaewoo; Yoo, Haeun; Al-Hunaidy, Ali S.; Imran, Hasan; Lee, Jay H. Journal: Journal of CO₂ utilization Issue: Volume 26(2018) Page Start: 60 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗