Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL.

Jack Parker-Holder Vu Nguyen Shaan Desai Stephen J. Roberts

Published in: NeurIPS (2021)

Keyphrases

hyperparameters
model selection
gaussian process
upper bound
input data
sample size
parameter settings
machine learning
multiscale
prior knowledge
active learning
incomplete data