Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology
Yusuf Nasir, Louis J. Durlofsky
Topics & Concepts
Reinforcement learningData assimilationComputer scienceMarkov decision processMathematical optimizationOptimal controlWorkflowReservoir simulationArtificial intelligenceMarkov processGeologyMathematicsPetroleum engineeringStatisticsPhysicsMeteorologyDatabaseReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisEnhanced Oil Recovery Techniques