fixed budget

Contributions to a Theory of Pure Exploration in Sequential Statistics
This thesis lies in the fields of artificial intelligence, sequential statistics and optimization. We focus on the problem of best (in …
Antoine BARRIER
20 July 2023
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On Best-Arm Identification with a Fixed Budget in Non-Parametric Multi-Armed Bandits
We lay the foundations of a non-parametric theory of best-arm identification in multi-armed bandits with a fixed budget T. We consider …
Antoine BARRIER, Aurélien GARIVIER, Gilles STOLTZ
1 March 2023
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