Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits

Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits

Centre for Networked Intelligence, IISc via YouTube Direct link

Introduction

1 of 27

1 of 27

Introduction

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits

Automatically move to the next video in the Classroom when playback concludes

  1. 1 Introduction
  2. 2 Competition
  3. 3 Example
  4. 4 Other formulations
  5. 5 Subsets
  6. 6 Permissible upper bound
  7. 7 Solution
  8. 8 Safe Solutions
  9. 9 Novelty
  10. 10 Exposure of Consistency
  11. 11 Inability Result
  12. 12 Linear Regret
  13. 13 Problem Dependent
  14. 14 Problem Independent
  15. 15 Problem Independent Bound
  16. 16 Safeness Checking
  17. 17 Probably AnytimeSafe
  18. 18 Typical
  19. 19 Condition
  20. 20 Events
  21. 21 SemiBandits
  22. 22 Experiments
  23. 23 Cumulative Reward
  24. 24 Hardness Parameters
  25. 25 Experimental Results
  26. 26 Conclusion
  27. 27 Discussion

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.