33 citations · 106 across the 15 of their papers we have counts for
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cs.AI2018★ 7 cited
Inventory Balancing with Online Learning
Wang Chi Cheung, Will Ma, David Simchi-Levi +1
We study a general problem of allocating limited resources to heterogeneous customers over time under model uncertainty. Each type of customer can be serviced using different actio…
cs.LG2018
Learning to Optimize under Non-Stationarity
Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu
We introduce algorithms that achieve state-of-the-art \emph{dynamic regret} bounds for non-stationary linear stochastic bandit setting. It captures natural applications such as dyn…