Procedural Fairness in Multi-Agent Bandits

Joshua Caiata, Carter Blair, Kate Larson

In the context of multi-agent multi-armed bandits (MA-MAB), fairness is often reduced to outcomes: maximizing welfare, reducing inequality, or balancing utilities. However, evidenc…