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