Development of algorithms for augmenting and replacing conventional process control using reinforcement learning. - Daniel Beahr; Debangsu Bhattacharyya; Douglas A. Allan; Stephen E. Zitney (Comput. Chem. Eng., 2024)

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)