FastTuner: Transferable Physical Design Parameter Optimization using Fast Reinforcement Learning.
Hao-Hsiang HsiaoYi-Chen LuPruek Vanna-IampikulSung Kyu LimPublished in: ISPD (2024)
Keyphrases
- parameter optimization
- physical design
- reinforcement learning
- design methodology
- differential evolution
- genetic algorithm ga
- genetic algorithm
- query optimization
- design tools
- parameter estimation
- parameter settings
- database
- support vector machine
- database administrators
- pid controller
- machine learning
- databases
- genetic programming
- learning process
- real time
- optimization algorithm
- database management
- hyperparameters