Search Results for author: Shaoang Li

Found 1 papers, 0 papers with code

Tight Memory-Regret Lower Bounds for Streaming Bandits

no code implementations13 Jun 2023 Shaoang Li, Lan Zhang, Junhao Wang, Xiang-Yang Li

We establish the tight worst-case regret lower bound of $\Omega \left( (TB)^{\alpha} K^{1-\alpha}\right), \alpha = 2^{B} / (2^{B+1}-1)$ for any algorithm with a time horizon $T$, number of arms $K$, and number of passes $B$.

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