Learning to Sparsify Stochastic Linear Bandits

Zhengmiao Wang, Ming Chi, Zhi-Wei Liu +2

This paper addresses the problem of learning to sparsify stochastic linear bandits, where a decision-maker sequentially selects actions from a high-dimensional space subject to a s…