Parameters tuning of multi-model database based on deep reinforcement learning.
Feng YeYang LiXiwen WangNadia NedjahPeng ZhangHong ShiPublished in: J. Intell. Inf. Syst. (2023)
Keyphrases
- database
- mathematical model
- reinforcement learning
- object model
- parameter values
- sensitivity analysis
- databases
- parameter space
- input data
- parameter estimation
- similarity measure
- database systems
- formal model
- machine learning
- cost function
- maximum likelihood
- em algorithm
- computational model
- prior knowledge
- markov decision processes
- high level