Deep reinforcement learning with online data augmentation to improve sample efficiency for intelligent HVAC control.
Kuldeep R. KurteKadir AmasyaliJeffrey MunkHelia ZandiPublished in: BuildSys@SenSys (2022)
Keyphrases
- data sets
- data collection
- database
- data samples
- reinforcement learning
- data analysis
- statistical analysis
- data sources
- data structure
- knowledge discovery
- data processing
- training data
- experimental data
- raw data
- original data
- data mining
- high dimensional data
- synthetic data
- missing data
- spatial data
- data distribution
- data acquisition
- search engine