2023
An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret
AAAI 2023technical
Recently a multi-agent variant of the classical multi-armed bandit was proposed to tackle fairness issues in online learning. Inspired by a long line of work in social choice and economics, the goal is to optimize the Nash social welfare instead of the total utility. Unfortunately previous algorithm…