Nonmyopic Gaussian Process Optimization with Macro-Actions.
Dmitrii KharkovskiiChun Kai LingBryan Kian Hsiang LowPublished in: AISTATS (2020)
Keyphrases
- gaussian process
- gaussian processes
- macro actions
- gaussian process regression
- approximate inference
- model selection
- regression model
- bayesian framework
- latent variables
- hyperparameters
- markov decision processes
- gaussian process models
- reinforcement learning
- machine learning
- semi supervised
- search algorithm
- decision trees