1. A Meta-Reinforcement Learning Approach to Process Control. Issue 3 (2021) Authors: McClement, Daniel G.; Lawrence, Nathan P.; Loewen, Philip D.; Forbes, Michael G.; Backström, Johan U.; Gopaluni, R. Bhushan Journal: IFAC-PapersOnLine Issue: Volume 54:Issue 3(2021) Page Start: 685 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Deep reinforcement learning with shallow controllers: An experimental application to PID tuning. (April 2022) Authors: Lawrence, Nathan P.; Forbes, Michael G.; Loewen, Philip D.; McClement, Daniel G.; Backström, Johan U.; Gopaluni, R. Bhushan Journal: Control engineering practice Issue: Volume 121(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Identification of symmetric noncausal processes. (May 2019) Authors: Lu, Qiugang; Loewen, Philip D.; Bhushan Gopaluni, R.; Forbes, Michael G.; Backström, Johan U.; Dumont, Guy A.; Davies, Michael S. Journal: Automatica Issue: Volume 103(2019) Page Start: 515 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Locality preserving discriminative canonical variate analysis for fault diagnosis. (2nd September 2018) Authors: Lu, Qiugang; Jiang, Benben; Gopaluni, R. Bhushan; Loewen, Philip D.; Braatz, Richard D. Journal: Computers & chemical engineering Issue: Volume 117(2018) Page Start: 309 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Meta-reinforcement learning for the tuning of PI controllers: An offline approach. (October 2022) Authors: McClement, Daniel G.; Lawrence, Nathan P.; Backström, Johan U.; Loewen, Philip D.; Forbes, Michael G.; Gopaluni, R. Bhushan Journal: Journal of process control Issue: Volume 118(2022) Page Start: 139 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Model-plant mismatch detection for cross-directional processes. (November 2021) Authors: Lu, Qiugang; Forbes, Michael G.; Loewen, Philip D.; Backström, Johan U.; Dumont, Guy A.; Gopaluni, R. Bhushan Journal: ISA transactions Issue: Volume 117(2021) Page Start: 150 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Model-Plant Mismatch Detection with Support Vector Machines*. Issue 1 (July 2017) Authors: Lu, Qiugang; Gopaluni, R. Bhushan; Forbes, Michael G.; Loewen, Philip D.; Backström, Johan U.; Dumont, Guy A. Journal: IFAC-PapersOnLine Issue: Volume 50:Issue 1(2017) Page Start: 7993 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Optimal PID and Antiwindup Control Design as a Reinforcement Learning Problem. Issue 2 (2020) Authors: Lawrence, Nathan P.; Stewart, Gregory E.; Loewen, Philip D.; Forbes, Michael G.; Backstrom, Johan U.; Gopaluni, R. Bhushan Journal: IFAC-PapersOnLine Issue: Volume 53:Issue 2(2020) Page Start: 236 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Reinforcement Learning based Design of Linear Fixed Structure Controllers. Issue 2 (2020) Authors: Lawrence, Nathan P.; Stewart, Gregory E.; Loewen, Philip D.; Forbes, Michael G.; Backstrom, Johan U.; Gopaluni, R. Bhushan Journal: IFAC-PapersOnLine Issue: Volume 53:Issue 2(2020) Page Start: 230 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Sparse canonical variate analysis approach for process monitoring. (November 2018) Authors: Lu, Qiugang; Jiang, Benben; Gopaluni, R. Bhushan; Loewen, Philip D.; Braatz, Richard D. Journal: Journal of process control Issue: Volume 71(2018) Page Start: 90 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗