Planning to Fairly Allocate: Probabilistic Fairness in the Restless Bandit Setting

no code implementations • 14 Jun 2021 • Christine Herlihy, Aviva Prins, Aravind Srinivasan, John P. Dickerson

Restless and collapsing bandits are often used to model budget-constrained resource allocation in settings where arms have action-dependent transition probabilities, such as the allocation of health interventions among patients.

Fairness