Learning from Logged Implicit Exploration Data.
Alexander L. StrehlJohn LangfordLihong LiSham M. KakadePublished in: NIPS (2010)
Keyphrases
- data sets
- learning algorithm
- raw data
- high quality
- human experts
- data analysis
- small number
- prior knowledge
- data quality
- learning systems
- knowledge discovery
- learning process
- data processing
- data collection
- data structure
- experimental data
- training data
- probability distribution
- data sources
- knowledge acquisition
- synthetic data
- sensor data
- data distribution
- reinforcement learning
- original data
- noisy data
- databases