Robust optimal well control using an adaptive multi-grid reinforcement learning framework. - Atish Dixit; Ahmed H. Elsheikh (CoRR, 2022)

A Multilevel Reinforcement Learning Framework for PDE-based Control. - Atish Dixit; Ahmed H. Elsheikh (CoRR, 2022)

Stochastic optimal well control in subsurface reservoirs using reinforcement learning. - Atish Dixit; Ahmed H. Elsheikh (Eng. Appl. Artif. Intell., 2022)