most citedDeep reinforcement learning for optimal well control in subsurface systems with uncertain geology

38 citations · 38 across the 2 of their papers we have counts for

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cs.LG2022

Multi-Asset Closed-Loop Reservoir Management Using Deep Reinforcement Learning

Yusuf Nasir, Louis J. Durlofsky

Closed-loop reservoir management (CLRM), in which history matching and production optimization are performed multiple times over the life of an asset, can provide significant impro…