Deep Reinforcement Learning for Constrained Field Development Optimization in Subsurface Two-phase Flow.
Yusuf NasirJincong HeChaoshun HuShusei TanakaKainan WangXianHuan WenPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- function approximation
- global optimization
- learning algorithm
- case study
- state space
- saddle point
- future development
- design process
- inter disciplinary
- data sets
- graduate students
- optimization methods
- optimal policy
- optimization algorithm
- optimization problems
- software engineering
- semi supervised
- learning environment