Toward self‐driving processes: A deep reinforcement learning approach to control von Spielberg, Steven, Tulsyan, Aditya, Lawrence, Nathan P., Loewen, Philip D., Bhushan Gopaluni, R.

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Locality preserving discriminative canonical variate analysis for fault diagnosis von Lu, Qiugang, Jiang, Benben, Gopaluni, R. Bhushan, Loewen, Philip D., Braatz, Richard D.

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Sparse canonical variate analysis approach for process monitoring von Lu, Qiugang, Jiang, Benben, Gopaluni, R. Bhushan, Loewen, Philip D., Braatz, Richard D.

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Support vector machine approach for model-plant mismatch detection von Lu, Qiugang, Forbes, Michael G., Loewen, Philip D., Backström, Johan U., Dumont, Guy A., Gopaluni, R. Bhushan

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Machine Direction Adaptive Control on a Paper Machine von Rippon, Lee D, Lu, Qiugang, Forbes, Michael G, Gopaluni, R. Bhushan, Loewen, Philip D, Backström, Johan U

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Model-plant mismatch detection for cross-directional processes von Lu, Qiugang, Forbes, Michael G., Loewen, Philip D., Backström, Johan U., Dumont, Guy A., Gopaluni, R. Bhushan

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Performance Assessment of Cross-Directional Control for Paper Machines von Qiugang Lu, Forbes, Michael G., Gopaluni, Ratna Bhushan, Loewen, Philip D., Backstrom, Johan U., Dumont, Guy A.

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Stabilizing reinforcement learning control: A modular framework for optimizing over all stable behavior von Lawrence, Nathan P., Loewen, Philip D., Wang, Shuyuan, Forbes, Michael G., Gopaluni, R. Bhushan

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Deep reinforcement learning with shallow controllers: An experimental application to PID tuning von Lawrence, Nathan P., Forbes, Michael G., Loewen, Philip D., McClement, Daniel G., Backström, Johan U., Gopaluni, R. Bhushan

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Meta-reinforcement learning for the tuning of PI controllers: An offline approach von McClement, Daniel G., Lawrence, Nathan P., Backström, Johan U., Loewen, Philip D., Forbes, Michael G., Gopaluni, R. Bhushan

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Subdifferential calculus in Asplund generated spaces von Fabian, Marián, Loewen, Philip D., Mordukhovich, Boris S.

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On the multiplicity of Dini subgradients in separable spaces von Loewen, Philip D., Wang, Xianfu

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Identification of symmetric noncausal processes von Lu, Qiugang, Loewen, Philip D., Bhushan Gopaluni, R., Forbes, Michael G., Backström, Johan U., Dumont, Guy A., Davies, Michael S.

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An online non-intrusive method for alignment between actuators and their response centers on a paper machine von Gopaluni, R. Bhushan, Davies, Michael S., Loewen, Philip D., Dumont, Guy A.

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Optimal control of unbounded differential inclusions von LOEWEN, P. D, ROCKAFELLAR, R. T

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Optimal Control of Non-convex Measure-driven Differential Inclusions von Code, Warren Joseph, Loewen, Philip D.

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Reinforcement Learning with Partial Parametric Model Knowledge von Wang, Shuyuan, Loewen, Philip D., Lawrence, Nathan P., Forbes, Michael G., Gopaluni, R. Bhushan

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Second-order sufficiency criteria and local convexity for equivalent problems in the calculus of variations von Loewen, Philip D

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A modular framework for stabilizing deep reinforcement learning control von Lawrence, Nathan P., Loewen, Philip D., Wang, Shuyuan, Forbes, Michael G., Gopaluni, R. Bhushan

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Optimal PID and Antiwindup Control Design as a Reinforcement Learning Problem von Lawrence, Nathan P., Stewart, Gregory E., Loewen, Philip D., Forbes, Michael G., Backstrom, Johan U., Gopaluni, R. Bhushan

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