Understanding Bandits with Graph Feedback

The bandit problem with graph feedback, proposed in [Mannor and Shamir, NeurIPS 2011], is modeled by a directed graph $G=(V,E)$ where $V$ is the collection of bandit arms, and once an arm is triggered, all its incident arms are observed. A fundamental question is how the structure of the graph affec...

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Hauptverfasser:	Chen, Houshuang, Huang, Zengfeng, Li, Shuai, Zhang, Chihao
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Data Structures and Algorithms Computer Science - Learning Statistics - Machine Learning
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