Reinforcement learning for online adaptation of model predictive controllers: Application to a selective catalytic reduction unit. - Elijah Hedrick; Katherine Hedrick; Debangsu Bhattacharyya; Stephen E. Zitney; Benjamin P. Omell (Comput. Chem. Eng., 2022)

Continuous learning of the value function utilizing deep reinforcement learning to be used as the objective in model predictive control. - Daniel Beahr; Elijah Hedrick; Debangsu Bhattacharyya (Comput. Chem. Eng., 2025)