2 papers
cs.LG2015
Networked Stochastic Multi-Armed Bandits with Combinatorial Strategies
Shaojie Tang, Yaqin Zhou
In this paper, we investigate a largely extended version of classical MAB problem, called networked combinatorial bandit problems. In particular, we consider the setting of a decis…
cs.LG2013
Towards Distribution-Free Multi-Armed Bandits with Combinatorial Strategies
Xiang-yang Li, Shaojie Tang, Yaqin Zhou
In this paper we study a generalized version of classical multi-armed bandits (MABs) problem by allowing for arbitrary constraints on constituent bandits at each decision point. Th…