Distributed Online Learning via Cooperative Contextual Bandits

21 Aug 2013Cem TekinMihaela van der Schaar

In this paper we propose a novel framework for decentralized, online learning by many learners. At each moment of time, an instance characterized by a certain context may arrive to each learner; based on the context, the learner can select one of its own actions (which gives a reward and provides information) or request assistance from another learner... (read more)

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