21 citations · 28 across the 6 of their papers we have counts for
Showing 2020Show all
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stat.ML2020
Minimax Policy for Heavy-tailed Bandits
Lai Wei, Vaibhav Srivastava
We study the stochastic Multi-Armed Bandit (MAB) problem under worst-case regret and heavy-tailed reward distribution. We modify the minimax policy MOSS for the sub-Gaussian reward…
cs.RO2020★ 1 cited
Expedited Multi-Target Search with Guaranteed Performance via Multi-fidelity Gaussian Processes
Lai Wei, Xiaobo Tan, Vaibhav Srivastava
We consider a scenario in which an autonomous vehicle equipped with a downward facing camera operates in a 3D environment and is tasked with searching for an unknown number of stat…