Stochastic optimal well control in subsurface reservoirs using reinforcement learning.
Atish DixitAhmed H. ElsheikhPublished in: Eng. Appl. Artif. Intell. (2022)
Keyphrases
- optimal control
- reinforcement learning
- control policies
- control policy
- control problems
- stochastic control
- stochastic dynamic programming
- continuous state
- approximate dynamic programming
- dynamic programming
- control system
- robot control
- control strategy
- function approximation
- direct policy search
- continuous state spaces
- brownian motion
- stochastic approximation
- optimal solution
- markov decision processes
- state space
- stochastic model
- learning automata
- locally optimal
- action selection
- control method
- closed form
- optimal policy
- worst case
- mobile robot