Deep reinforcement learning and adaptive policy transfer for generalizable well control optimization
Zhongzheng Wang, Kai Zhang, Jinding Zhang, Guodong Chen, Xiaopeng Ma, Guojing Xin, Jinzheng Kang, Hanjun Zhao, Yongfei Yang
Topics & Concepts
Reinforcement learningComputer scienceArtificial intelligenceGeneralizationMachine learningTransfer of learningWorkflowProcess (computing)Task (project management)Optimization problemAdaptation (eye)Representation (politics)Benchmark (surveying)EngineeringDatabaseGeodesySystems engineeringOperating systemPhysicsGeographyAlgorithmMathematicsLawMathematical analysisPoliticsOpticsPolitical scienceReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisOil and Gas Production Techniques