Stochastic optimal well control in subsurface reservoirs using reinforcement learning.
Atish DixitAhmed H. ElsheikhPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- optimal control
- control policies
- control policy
- control problems
- stochastic control
- direct policy search
- dynamic programming
- robot control
- learning automata
- stochastic dynamic programming
- approximate dynamic programming
- control system
- control strategies
- optimal policy
- control strategy
- state space
- function approximation
- stochastic approximation
- brownian motion
- action selection
- linear quadratic
- continuous state spaces
- infinite horizon
- discrete event
- model free
- neural network
- optimal solution
- control theory
- worst case