Johan U. Backström

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

Quadratic programming algorithms for large-scale model predictive control

Roscoe Bartlett, Lorenz T. Biegler, Johan U. Backström et al. · Journal of Process Control · 2002 · 91 citations

Mathematical Programming, Engineering, Model-based Control Technique +4

Meta-reinforcement learning for the tuning of PI controllers: An offline approach

Daniel G. McClement, Nathan P. Lawrence, Johan U. Backström et al. · Journal of Process Control · 2022 · 41 citations

Artificial Intelligence, Engineering, Meta-reinforcement Learning +11

Dual adaptive control of paper coating

Ahmed Ismail, Guy A. Dumont, Johan U. Backström · IEEE Transactions on Control Systems Technology · 2003 · 17 citations

Engineering, Industrial Engineering, Mechanical Engineering +20

User-friendly cross-directional MPC tuning for uncertain multiple-array paper-making processes

Ning He, Michael G. Forbes, Johan U. Backström et al. · Control Engineering Practice · 2019 · 16 citations

Cross-directional Mpc Tuning, Engineering, Process Control +5