Fusing domain knowledge and reinforcement learning for home integrated demand response online optimization.
Zhiyao ZhangYongxin SuMao TanRui CaoPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- domain knowledge
- reinforcement learning
- online learning
- optimization problems
- real time
- optimal policy
- temporal difference
- dynamic programming
- optimization algorithm
- domain experts
- optimization process
- function approximation
- distribution network
- model free
- constrained optimization
- global optimization
- online communities
- lead time
- markov decision processes
- supervised learning
- smart home
- active learning
- prior knowledge
- machine learning