Tracking Significant Changes in Bandit - IFDS 2022

Tracking Significant Changes in Bandit - IFDS 2022

Paul G. Allen School via YouTube Direct link

Intro

1 of 15

1 of 15

Intro

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Tracking Significant Changes in Bandit - IFDS 2022

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

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