Optimization of operation parameters towards sustainable WWTP based on deep reinforcement learning.
Kehua ChenHongcheng WangBorja Valverde PerezLuca VezzaroAijie WangPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- parameter optimization
- fine tuning
- optimization problems
- optimization algorithm
- machine learning
- function approximation
- sensitivity analysis
- maximum likelihood
- optimization methods
- optimization process
- constrained optimization
- parameter tuning
- reinforcement learning algorithms
- highly non linear
- management system
- transfer learning
- optimization method
- dynamic programming
- global optimization
- multi agent
- learning algorithm
- neural network
- decision variables