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Collaborative Multi-Agent Heterogeneous Multi-Armed Bandits
The study of collaborative multi-agent bandits has attracted significant attention recently.
Multi-Agent Low-Dimensional Linear Bandits
We study a multi-agent stochastic linear bandit with side information, parameterized by an unknown vector $\theta^* \in \mathbb{R}^d$.
The Gossiping Insert-Eliminate Algorithm for Multi-Agent Bandits
Agents use the communication medium to recommend only arm-IDs (not samples), and thus update the set of arms from which they play.
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