Combinatorial Sleeping Bandits with Fairness Constraints

Fengjiao Li, Jia Liu, Bo Ji

The multi-armed bandit (MAB) model has been widely adopted for studying many practical optimization problems (network resource allocation, ad placement, crowdsourcing, etc.) with u…