Design-Based Bandits Under Network Interference: Trade-Off Between Regret and Statistical Inference

Zichen Wang, Haoyang Hong, Chuanhao Li +3

In multi-armed bandits with network interference (MABNI), the action taken by one node can influence the rewards of others, creating complex interdependence. While existing researc…