Philip D. Loewen - Publications, H-index & Citations

Philip D. Loewen

University of British Columbia

23H指数

102论文数

1.8K被引数

收录论文 16

发表时间

A view on learning robust goal-conditioned value functions: Interplay between RL and MPC 关于学习鲁棒目标条件价值函数的观点：强化学习与模型预测控制的相互作用

Annual Reviews in Control

IF10.7

2025-10-10

PREAI

Nathan P. Lawrence; Philip D. Loewen; Michael G. Forbes; R. Bhushan Gopaluni; Ali Mesbah

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

AUTOMATICA

IF5.9

2024-06-01

OAAI

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

Meta-reinforcement learning for the tuning of PI controllers: An offline approach 用于PI控制器调优的元强化学习: 一种离线方法

JOURNAL OF PROCESS CONTROL

IF3.9

2022-10-01

OAAI

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

Deep reinforcement learning with shallow controllers: An experimental application to PID tuning 基于浅层控制器的深度强化学习: PID整定的实验应用

CONTROL ENGINEERING PRACTICE

IF4.6

2022-04-01

OAAI

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

Model-plant mismatch detection for cross-directional processes

ISA TRANSACTIONS

IF6.5

2021-11-01

PREAI

Lu, Qiugang; Forbes, Michael G.; Loewen, Philip D.; Backstrom, Johan U.; Dumont, Guy A.; Gopaluni, R. Bhushan

Support vector machine approach for model-plant mismatch detection

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2020-02-01

PREAI

Lu, Qiugang; Forbes, Michael G.; Loewen, Philip D.; Backstrom, Johan U.; Dumont, Guy A.; Gopaluni, R. Bhushan

Toward self-driving processes: A deep reinforcement learning approach to control 走向自动驾驶过程: 一种深度强化学习控制方法

AICHE JOURNAL

IF4

2019-06-25

111

OAAI

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

Identification of symmetric noncausal processes

AUTOMATICA

IF5.9

2019-05-01

PREAI

Lu, Qiugang; Loewen, Philip D.; Gopaluni, R. Bhushan; Forbes, Michael G.; Backstrom, Johan U.; Dumont, Guy A.; Davies, Michael S.

Machine Direction Adaptive Control on a Paper Machine

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2019-04-25

PREAI

Rippon, Lee D.; Lu, Qiugang; Forbes, Michael G.; Gopaluni, R. Bhushan; Loewen, Philip D.; Backstrom, Johan U.

Sparse canonical variate analysis approach for process monitoring

JOURNAL OF PROCESS CONTROL

IF3.9

2018-11-01

PREAI

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

Locality preserving discriminative canonical variate analysis for fault diagnosis

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2018-09-01

PREAI

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

Performance Assessment of Cross-Directional Control for Paper Machines

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

IF3.9

2017-01-01

PREAI

Lu, Qiugang; Forbes, Michael G.; Gopaluni, Ratna Bhushan; Loewen, Philip D.; Backstrom, Johan U.; Dumont, Guy A.

Impact of model plant mismatch on performance of control systems: An application to paper machine control

CONTROL ENGINEERING PRACTICE

IF4.6

2015-10-01

PREAI

Yousefi, M.; Gopaluni, R. B.; Loewen, P. D.; Forbes, M. G.; Dumont, G. A.; Backstrom, J.

Iterative adaptive robust control of multivariable CD processes

INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING

IF3.8

2010-07-20

PREAI

Farahmand, Fazel; Dumont, Guy A.; Loewen, Philip

Tensor-based blind alignment of MIMO CD processes

JOURNAL OF PROCESS CONTROL

IF3.9

2009-05-01

PREAI

Farahmand, Fazel; Dumont, Guy A.; Loewen, Philip; Davies, Michael

An online non-intrusive method for alignment between actuators and their response centers on a paper machine

ISA TRANSACTIONS

IF6.5

2008-07-01

PREAI

Gopaluni, R. Bhushan; Davies, Michael S.; Loewen, Philip D.; Dumont, Guy A.

研究方向