Philip D. Loewen

Toward self‐driving processes: A deep reinforcement learning approach to control

Steven Spielberg, Aditya Tulsyan, Nathan P. Lawrence et al. · AIChE Journal · 2019 · 143 citations · Full text

Deep reinforcement learning approaches for process control

Steven Spielberg, R. Bhushan Gopaluni, Philip D. Loewen · 2017 · 134 citations

Artificial Intelligence, Deep Neural Networks, Engineering +11

Optimal Control of Unbounded Differential Inclusions

Philip D. Loewen, R. T. Rockafellar · SIAM Journal on Control and Optimization · 1994 · 121 citations

Deep reinforcement learning with shallow controllers: An experimental application to PID tuning

Nathan P. Lawrence, Michael G. Forbes, Philip D. Loewen et al. · Control Engineering Practice · 2022 · 103 citations · Full text

Artificial Intelligence, Experimental Application, Engineering +9

New Necessary Conditions for the Generalized Problem of Bolza

Philip D. Loewen, R. T. Rockafellar · SIAM Journal on Control and Optimization · 1996 · 75 citations

Hamiltonian Theory, Optimal Control, Engineering +9