An Empirical Study on Hyperparameters and their Interdependence for RL Generalization.
Xingyou SongYilun DuJacob JacksonPublished in: CoRR (2019)
Keyphrases
- hyperparameters
- model selection
- cross validation
- closed form
- bayesian inference
- random sampling
- support vector
- bayesian framework
- gaussian process
- noise level
- em algorithm
- prior information
- maximum a posteriori
- reinforcement learning
- sample size
- maximum likelihood
- gaussian processes
- incomplete data
- incremental learning
- regularization parameter
- active learning
- feature selection
- parameter settings
- missing values
- state space
- noisy images
- parameter space
- higher order
- high dimensional
- image processing
- data mining
- grid search