Measuring Data Quality for Dataset Selection in Offline Reinforcement Learning.
Phillip SwazinnaSteffen UdluftThomas A. RunklerPublished in: CoRR (2021)
Keyphrases
- data quality
- reinforcement learning
- data confidentiality
- quality assessment
- data cleaning
- quality management
- data cleansing
- data warehouse
- information loss
- data transformation
- business intelligence systems
- poor quality
- privacy preservation
- machine learning
- data privacy
- data preparation
- state space
- learning algorithm
- decision support
- privacy guarantees
- information systems