Auto-Pipeline: Synthesize Data Pipelines By-Target Using Reinforcement Learning and Search.
Junwen YangYeye HeSurajit ChaudhuriPublished in: Proc. VLDB Endow. (2021)
Keyphrases
- reinforcement learning
- data collection
- data sets
- data analysis
- synthetic data
- high quality
- raw data
- missing data
- statistical analysis
- database
- data sources
- data points
- data processing
- data quality
- multi agent
- decision trees
- network structure
- log data
- end users
- information seeking
- data objects
- original data
- multimedia data
- experimental data
- spatial data
- website
- search algorithm
- computer systems
- knowledge discovery