LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning.
Lixi ZhangChengliang ChaiXuanhe ZhouGuoliang LiPublished in: SIGMOD Conference (2022)
Keyphrases
- reinforcement learning
- database
- sql queries
- relational databases
- query language
- database management
- database language
- database applications
- database design
- data types
- databases
- database queries
- function approximation
- optimal policy
- relational model
- database processing
- multi agent
- generation process
- soft constraints
- linear constraints
- reinforcement learning algorithms
- global constraints
- robotic control
- sql statements
- temporal difference
- model free
- markov decision processes
- data structure
- data model
- relational database systems
- cd rom
- visual basic
- dynamic programming
- database technology