Continuous Control of Complex Chemical Reaction Network with Reinforcement Learning. - Khalid Alhazmi; S. Mani Sarathy (ECC, 2020)

A Reinforcement Learning-based Economic Model Predictive Control Framework for Autonomous Operation of Chemical Reactors. - Khalid Alhazmi; Fahad Albalawi; S. Mani Sarathy (CoRR, 2021)

Online reinforcement learning of controller parameters adaptation law. - Khalid Alhazmi; S. Mani Sarathy (ACC, 2023)

Direct learning of improved control policies from historical plant data. - Khalid Alhazmi; S. Mani Sarathy (Comput. Chem. Eng., 2024)