Definitions
Protocol | Main constraint on algorithm design |
Success Measure | |
Type of Analysis | |
Data generation mechanism | Only relevant for the analysis, not for designing an algorithm |
Further Restrictive Assumptions | |
Examples
General framework
Predictor receives x, takes an action y, and gets reward r.
It is possible to combine r with x.
A prediction function takes a history of pairs ((x,r), y) and a new x to predict y.
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