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