The Value of Data in Learning-Based Control for Training Subset Selection.
Armin LedererAlexandre CaponeThomas BeckersJonas UmlauftSandra HirchePublished in: CoRR (2020)
Keyphrases
- prior knowledge
- data sets
- data analysis
- data processing
- database
- online learning
- training samples
- data sources
- data structure
- training set
- small number
- supervised learning
- data collection
- background knowledge
- data acquisition
- subset selection
- learning process
- missing data
- search algorithm
- neural network
- human experts
- training process
- learned models
- labelled data