Model-free control based on reinforcement learning for a wastewater treatment problem.
S. SyafiieFernando TadeoE. MartinezTeresa AlvarezPublished in: Appl. Soft Comput. (2011)
Keyphrases
- model free
- reinforcement learning
- wastewater treatment
- impedance control
- reinforcement learning algorithms
- function approximation
- dissolved oxygen
- temporal difference
- policy iteration
- control system
- optimal control
- fuzzy control
- adaptive control
- state space
- machine learning
- policy evaluation
- rl algorithms
- dynamic programming
- water level
- temporal difference learning
- neural network
- average reward
- analytical model
- action selection
- learning algorithm
- control method
- markov decision processes
- transfer learning
- optimal policy