Cooperative Thresholded Lasso for Sparse Linear Bandit

Haniyeh Barghi, Xiaotong Cheng, Setareh Maghsudi

We present a novel approach to address the multi-agent sparse contextual linear bandit problem, in which the feature vectors have a high dimension $d$ whereas the reward function d…