Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology.
Yusuf NasirLouis J. DurlofskyPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- optimal control
- control system
- management system
- autonomous systems
- dynamic programming
- building blocks
- control strategies
- function approximation
- control policies
- control policy
- control problems
- complex systems
- intelligent systems
- distributed systems
- control method
- human operators
- reinforcement learning algorithms
- robot control
- state space
- optimal solution