Fair Algorithms with Probing for Multi-Agent Multi-Armed Bandits

Tianyi Xu, Jiaxin Liu, Nicholas Mattei +1

We propose a multi-agent multi-armed bandit (MA-MAB) framework aimed at ensuring fair outcomes across agents while maximizing overall system performance. A key challenge in this se…