Group Meritocratic Fairness in Linear Contextual Bandits

1 code implementation • 7 Jun 2022 • Riccardo Grazzi, Arya Akhavan, John Isak Texas Falk, Leonardo Cella, Massimiliano Pontil

This is a very strong notion of fairness, since the relative rank is not directly observed by the agent and depends on the underlying reward model and on the distribution of rewards.

Fairness Multi-Armed Bandits