A Survey on Contextual Multi-armed Bandits

August 13, 2015 · The Cartographer · 🏛 arXiv.org

📚 THE CARTOGRAPHER: The Cartographer
Survey/review paper — maps the landscape rather than implementing a method.

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"Title-pattern auto-detect: A Survey on Contextual Multi-armed Bandits"

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Authors Li Zhou arXiv ID 1508.03326 Category cs.LG: Machine Learning Citations 138 Venue arXiv.org Last Checked 8 days ago
Abstract
In this survey we cover a few stochastic and adversarial contextual bandit algorithms. We analyze each algorithm's assumption and regret bound.
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