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Introduction to Multi-Armed Bandits
1. Introduction to Multi-Armed Bandits
2.Stochastic Multi-Armed Bandits
3. Explore-then-Commit (ETC) & Upper-Confidence-Bound (UCB)*
4. Principles and Performance Comparison of ETC and UCB
5. Multi-Armed Bandits with Probing
6. Thompson Sampling
7. A Unified Approach to Translate Classic Bandit Algorithms to the Structured Bandit Setting
8. Full Feedback and Adversarial Costs & Adversarial Bandits
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