Nonmyopic Gaussian Process Optimization with Macro-Actions.

Dmitrii Kharkovskii Chun Kai Ling Kian Hsiang Low

Published in: CoRR (2020)

Keyphrases

gaussian process
gaussian processes
macro actions
gaussian process regression
regression model
model selection
bayesian framework
hyperparameters
latent variables
semi supervised
approximate inference
gaussian process models
prior knowledge
machine learning
dynamic programming
nearest neighbor