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Tracking Significant Changes in Bandit - IFDS 2022
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- 1 Intro
- 2 Long Term Motivation
- 3 Environmental changes are frequent in practice ©
- 4 (Contextual) Bandits
- 5 Outline
- 6 Changes in Reward Y, distribution
- 7 Key Contributions
- 8 Intuition: various changes can safely be ignored
- 9 Definition (Significant Phases P.)
- 10 Adaptive Procedure
- 11 Designing Random Replays
- 12 Changes in Context X, distribution
- 13 Usual (stationary) Strategies
- 14 How informative is previous Py for Qx?
- 15 Summary
