Data Augmentation Through Expert-Guided Symmetry Detection to Improve Performance in Offline Reinforcement Learning.
Giorgio AngelottiNicolas DrougardCaroline P. C. ChanelPublished in: ICAART (2) (2023)
Keyphrases
- data points
- data sets
- reinforcement learning
- raw data
- data analysis
- data collection
- symmetry detection
- database
- experimental data
- synthetic data
- statistical analysis
- knowledge discovery
- data sources
- machine learning
- probability distribution
- training data
- high quality
- data structure
- data mining techniques
- prior knowledge
- data processing
- xml documents
- input data
- high dimensional data
- missing data
- domain experts
- sensor data
- image data
- data distribution
- feature extraction
- data quality