Gaussian Process Reinforcement Learning for Fast Opportunistic Spectrum Access.
Zun YanPeng ChengZhuo ChenYonghui LiBranka VuceticPublished in: GLOBECOM (2019)
Keyphrases
- gaussian process
- reinforcement learning
- gaussian processes
- gaussian process regression
- regression model
- bayesian framework
- approximate inference
- model selection
- latent variables
- gaussian process classification
- hyperparameters
- semi supervised
- sparse approximations
- marginal likelihood
- expectation propagation
- state space
- covariance function
- gaussian process models
- learning tasks
- machine learning
- transfer learning
- cross validation
- sample size
- maximum likelihood
- graphical models
- high resolution
- learning algorithm