Robust Bayesian optimization with reinforcement learned acquisition functions.
Zijing LiuXiyao QuXuejun LiuHongqiang LyuPublished in: CoRR (2022)
Keyphrases
- global optimization
- optimization algorithm
- reinforcement learning
- efficient optimization
- bayesian estimation
- optimization method
- constrained optimization
- support vector
- least squares
- optimization problems
- computationally efficient
- optimization process
- monte carlo sampling
- data sets
- posterior distribution
- missing data
- bayesian networks
- database systems
- search engine
- machine learning