Fairness and Welfare Quantification for Regret in Multi-Armed Bandits

Siddharth Barman, Arindam Khan, Arnab Maiti +1

We extend the notion of regret with a welfarist perspective. Focussing on the classic multi-armed bandit (MAB) framework, the current work quantifies the performance of bandit algo…