Learning Stability Certificates from Data.
Nicholas M. BoffiStephen TuNikolai MatniJean-Jacques E. SlotineVikas SindhwaniPublished in: CoRL (2020)
Keyphrases
- prior knowledge
- data sets
- database
- data structure
- active learning
- background knowledge
- raw data
- human experts
- high quality
- data analysis
- data mining techniques
- data points
- unsupervised learning
- data quality
- data objects
- data distribution
- statistical analysis
- synthetic data
- input data
- image data
- data sources
- learning environment
- reinforcement learning
- learning algorithm
- original data
- complex data
- learning problems
- accurate models
- experimental data
- sensor data
- learning systems
- data collection
- knowledge acquisition
- small number
- high dimensional
- metadata