A maximum entropy deep reinforcement learning method for sequential well placement optimization using multi-discrete action spaces
Kai Zhang, Zifeng Sun, Liming Zhang, Guojing Xin, Zhongzheng Wang, Wenjuan Zhang, Piyang Liu, Xia Yan, Huaqing Zhang, Yongfei Yang, Hai Sun
Topics & Concepts
Reinforcement learningPrinciple of maximum entropyReinforcementComputer scienceArtificial intelligenceEntropy (arrow of time)Mathematical optimizationMathematicsEngineeringStructural engineeringPhysicsQuantum mechanicsReservoir Engineering and Simulation MethodsDrilling and Well EngineeringOil and Gas Production Techniques