Hyper-parameter optimization based on soft actor critic and hierarchical mixture regularization.
Chaoyue LiuYulai ZhangPublished in: CoRR (2021)
Keyphrases
- hyperparameters
- actor critic
- prior information
- model selection
- cross validation
- closed form
- random sampling
- genetic algorithm
- policy gradient
- optimization problems
- optimal control
- neuro fuzzy
- maximum a posteriori
- approximate dynamic programming
- bayesian framework
- optimization method
- expectation maximization
- prior knowledge
- support vector
- reinforcement learning