Philip D. Loewen

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 22

Top Topics

Process Control

Graduate Education

Reinforcement Learning

Semiconductor Manufacturing

Top Venues

Comput. Chem. Eng.

Publications

Nathan P. Lawrence, Philip D. Loewen, Shuyuan Wang, Michael G. Forbes, R. Bhushan Gopaluni
Deep Hankel matrices with random elements. L4DC (2024)
Nathan P. Lawrence, Philip D. Loewen, Shuyuan Wang, Michael G. Forbes, R. Bhushan Gopaluni
Deep Hankel matrices with random elements. CoRR (2024)
Nathan P. Lawrence, Philip D. Loewen, Shuyuan Wang, Michael G. Forbes, R. Bhushan Gopaluni
Stabilizing reinforcement learning control: A modular framework for optimizing over all stable behavior. Autom. 164 (2024)
Nathan P. Lawrence, Philip D. Loewen, Shuyuan Wang, Michael G. Forbes, R. Bhushan Gopaluni
Stabilizing reinforcement learning control: A modular framework for optimizing over all stable behavior. CoRR (2023)
Nathan P. Lawrence, Philip D. Loewen, Shuyuan Wang, Michael G. Forbes, R. Bhushan Gopaluni
A modular framework for stabilizing deep reinforcement learning control. CoRR (2023)
Shuyuan Wang, Philip D. Loewen, Nathan P. Lawrence, Michael G. Forbes, R. Bhushan Gopaluni
Reinforcement Learning with Partial Parametric Model Knowledge. CoRR (2023)
Daniel G. McClement, Nathan P. Lawrence, Johan U. Backström, Philip D. Loewen, Michael G. Forbes, R. Bhushan Gopaluni
Meta Reinforcement Learning for Adaptive Control: An Offline Approach. CoRR (2022)
Daniel G. McClement, Nathan P. Lawrence, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, R. Bhushan Gopaluni
Meta-Reinforcement Learning for Adaptive Control of Second Order Systems. CoRR (2022)
Nathan P. Lawrence, Michael G. Forbes, Philip D. Loewen, Daniel G. McClement, Johan U. Backström, R. Bhushan Gopaluni
Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning. CoRR (2021)
Daniel G. McClement, Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
A Meta-Reinforcement Learning Approach to Process Control. CoRR (2021)
Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
Almost Surely Stable Deep Dynamics. CoRR (2021)
Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
Almost Surely Stable Deep Dynamics. NeurIPS (2020)
Steven Spielberg, Aditya Tulsyan, Nathan P. Lawrence, Philip D. Loewen, R. Bhushan Gopaluni
Deep Reinforcement Learning for Process Control: A Primer for Beginners. CoRR (2020)
Nathan P. Lawrence, Gregory E. Stewart, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
Reinforcement Learning based Design of Linear Fixed Structure Controllers. CoRR (2020)
Qiugang Lu, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont, R. Bhushan Gopaluni
Support vector machine approach for model-plant mismatch detection. Comput. Chem. Eng. 133 (2020)
Nathan P. Lawrence, Gregory E. Stewart, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
Optimal PID and Antiwindup Control Design as a Reinforcement Learning Problem. CoRR (2020)
Qiugang Lu, Philip D. Loewen, R. Bhushan Gopaluni, Michael G. Forbes, Johan U. Backström, Guy Albert Dumont, Michael S. Davies
Identification of symmetric noncausal processes. Autom. 103 (2019)
Qiugang Lu, Benben Jiang, R. Bhushan Gopaluni, Philip D. Loewen, Richard D. Braatz
Locality preserving discriminative canonical variate analysis for fault diagnosis. Comput. Chem. Eng. 117 (2018)
Qiugang Lu, Lee D. Rippon, R. Bhushan Gopaluni, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont
Noncausal modeling and closed-loop optimal input design for cross-directional processes of paper machines. ACC (2017)
Qiugang Lu, Michael G. Forbes, R. Bhushan Gopaluni, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont
Performance Assessment of Cross-Directional Control for Paper Machines. IEEE Trans. Control. Syst. Technol. 25 (1) (2017)
Mahdi Yousefi, Qiugang Lu, R. Bhushan Gopaluni, Philip D. Loewen, Michael G. Forbes, Guy Albert Dumont, Johan U. Backström
Detecting model-plant mismatch without external excitation. ACC (2015)
Qiugang Lu, Lee D. Rippon, R. Bhushan Gopaluni, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont
Cross-directional controller performance monitoring for paper machines. ACC (2015)
Mahdi Yousefi, Michael G. Forbes, R. Bhushan Gopaluni, Philip D. Loewen, Guy Albert Dumont, Johan U. Backström
Sensitivity of MIMO controller performance to model-plant mismatch, with applications to paper machine control. CCA (2014)
R. Bhushan Gopaluni, Philip D. Loewen, Mohammed Ammar, Guy Albert Dumont, Michael S. Davies
Identification of Symmetric Noncausal Processes: Cross-Directional Response Modelling of Paper Machines. CDC (2006)
Philip D. Loewen, Stephen J. Watson, Peter R. Wolenski
A variational problem with a continuum of weak local minima. CDC (2002)