Philip D. Loewen

According to our database, Philip D. Loewen authored at least 23 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Guiding Reinforcement Learning with Incomplete System Dynamics.

Shuyuan Wang, Jingliang Duan, Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, R. Bhushan Gopaluni, Lixian Zhang

CoRR, 2024

Stabilizing reinforcement learning control: A modular framework for optimizing over all stable behavior.

Nathan P. Lawrence, Philip D. Loewen, Shuyuan Wang, Michael G. Forbes, R. Bhushan Gopaluni

Autom., 2024

Deep Hankel matrices with random elements.

Nathan P. Lawrence, Philip D. Loewen, Shuyuan Wang, Michael G. Forbes, R. Bhushan Gopaluni

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

2023

Reinforcement Learning with Partial Parametric Model Knowledge.

Shuyuan Wang, Philip D. Loewen, Nathan P. Lawrence, Michael G. Forbes, R. Bhushan Gopaluni

CoRR, 2023

A modular framework for stabilizing deep reinforcement learning control.

Nathan P. Lawrence, Philip D. Loewen, Shuyuan Wang, Michael G. Forbes, R. Bhushan Gopaluni

CoRR, 2023

2022

Meta-Reinforcement Learning for Adaptive Control of Second Order Systems.

Daniel G. McClement, Nathan P. Lawrence, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, R. Bhushan Gopaluni

CoRR, 2022

Meta Reinforcement Learning for Adaptive Control: An Offline Approach.

Daniel G. McClement, Nathan P. Lawrence, Johan U. Backström, Philip D. Loewen, Michael G. Forbes, R. Bhushan Gopaluni

CoRR, 2022

2021

Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning.

Nathan P. Lawrence, Michael G. Forbes, Philip D. Loewen, Daniel G. McClement, Johan U. Backström, R. Bhushan Gopaluni

CoRR, 2021

A Meta-Reinforcement Learning Approach to Process Control.

Daniel G. McClement, Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni

CoRR, 2021

2020

Optimal PID and Antiwindup Control Design as a Reinforcement Learning Problem.

Nathan P. Lawrence, Gregory E. Stewart, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni

CoRR, 2020

Reinforcement Learning based Design of Linear Fixed Structure Controllers.

Nathan P. Lawrence, Gregory E. Stewart, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni

CoRR, 2020

Deep Reinforcement Learning for Process Control: A Primer for Beginners.

Steven Spielberg, Aditya Tulsyan, Nathan P. Lawrence, Philip D. Loewen, R. Bhushan Gopaluni

CoRR, 2020

Support vector machine approach for model-plant mismatch detection.

Qiugang Lu, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont, R. Bhushan Gopaluni

Comput. Chem. Eng., 2020

Almost Surely Stable Deep Dynamics.

Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Identification of symmetric noncausal processes.

Qiugang Lu, Philip D. Loewen, R. Bhushan Gopaluni, Michael G. Forbes, Johan U. Backström, Guy Albert Dumont, Michael S. Davies

Autom., 2019

2018

Locality preserving discriminative canonical variate analysis for fault diagnosis.

Qiugang Lu, Benben Jiang, R. Bhushan Gopaluni, Philip D. Loewen, Richard D. Braatz

Comput. Chem. Eng., 2018

2017

Performance Assessment of Cross-Directional Control for Paper Machines.

Qiugang Lu, Michael G. Forbes, R. Bhushan Gopaluni, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont

IEEE Trans. Control. Syst. Technol., 2017

Noncausal modeling and closed-loop optimal input design for cross-directional processes of paper machines.

Qiugang Lu, Lee D. Rippon, R. Bhushan Gopaluni, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont

Proceedings of the 2017 American Control Conference, 2017

2015

Detecting model-plant mismatch without external excitation.

Mahdi Yousefi, Qiugang Lu, R. Bhushan Gopaluni, Philip D. Loewen, Michael G. Forbes, Guy Albert Dumont, Johan U. Backström

Proceedings of the American Control Conference, 2015

Cross-directional controller performance monitoring for paper machines.

Qiugang Lu, Lee D. Rippon, R. Bhushan Gopaluni, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont

Proceedings of the American Control Conference, 2015

2014

Sensitivity of MIMO controller performance to model-plant mismatch, with applications to paper machine control.

Mahdi Yousefi, Michael G. Forbes, R. Bhushan Gopaluni, Philip D. Loewen, Guy Albert Dumont, Johan U. Backström

Proceedings of the 2014 IEEE Conference on Control Applications, 2014

2006

Identification of Symmetric Noncausal Processes: Cross-Directional Response Modelling of Paper Machines.

R. Bhushan Gopaluni, Philip D. Loewen, Mohammed Ammar, Guy Albert Dumont, Michael S. Davies

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2002

A variational problem with a continuum of weak local minima.

Philip D. Loewen, Stephen J. Watson, Peter R. Wolenski

Proceedings of the 41st IEEE Conference on Decision and Control, 2002