Comfort-aware HVAC Aggregation Method based on Deep Reinforcement Learning.
Shotaro NonakaIttetsu TaniguchiHiroki NishikawaDafang ZhaoFrancky CatthoorTakao OnoyePublished in: BuildSys@SenSys (2023)
Keyphrases
- reinforcement learning
- synthetic data
- high accuracy
- multi agent
- experimental evaluation
- computational cost
- detection method
- clustering method
- unsupervised learning
- optimization method
- fully automatic
- theoretical analysis
- evolutionary algorithm
- computationally efficient
- machine learning
- classification accuracy
- cost function
- fault diagnosis
- objective function
- function approximation
- model free