Constructing MDP Abstractions Using Data with Formal Guarantees.
Abolfazl LavaeiSadegh SoudjaniEmilio FrazzoliMajid ZamaniPublished in: CoRR (2022)
Keyphrases
- data sets
- high quality
- database
- data structure
- small number
- complex data
- data quality
- synthetic data
- data processing
- data points
- data sources
- noisy data
- original data
- data analysis
- input data
- data distribution
- data collection
- sensor data
- training data
- data objects
- markov decision processes
- missing data
- query processing
- reinforcement learning
- data management
- image data
- knowledge discovery
- feature space
- social networks
- neural network
- historical data