5 citations · 9 across the 6 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2023
Allocating Divisible Resources on Arms with Unknown and Random Rewards
Ningyuan Chen, Wenhao Li
We consider a decision maker allocating one unit of renewable and divisible resource in each period on a number of arms. The arms have unknown and random rewards whose means are pr…
cs.LG2020★ 2 cited
Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection
Wenhao Li, Ningyuan Chen, L. Jeff Hong
We consider a contextual online learning (multi-armed bandit) problem with high-dimensional covariate and decision . The reward function to learn, $f(\math…