Search Results for author: Mengyan Zhang

Found 3 papers, 1 papers with code

Gaussian Process Bandits with Aggregated Feedback

no code implementations24 Dec 2021 Mengyan Zhang, Russell Tsuchida, Cheng Soon Ong

We consider the continuum-armed bandits problem, under a novel setting of recommending the best arms within a fixed budget under aggregated feedback.

Quantile Bandits for Best Arms Identification

2 code implementations22 Oct 2020 Mengyan Zhang, Cheng Soon Ong

We consider a variant of the best arm identification task in stochastic multi-armed bandits.

Decision Making Multi-Armed Bandits

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