14 citations · 45 across the 11 of their papers we have counts for
4 papers · 1 filter
Degeneracy is OK: Logarithmic Regret for Network Revenue Management with Indiscrete Distributions
Jiashuo Jiang, Will Ma, Jiawei Zhang
We study the classical Network Revenue Management (NRM) problem with accept/reject decisions and IID arrivals. We consider a distributional form where each arrival must fall un…
Learning to Order for Inventory Systems with Lost Sales and Uncertain Supplies
Boxiao Chen, Jiashuo Jiang, Jiawei Zhang +1
We consider a stochastic lost-sales inventory control system with a lead time over a planning horizon . Supply is uncertain, and is a function of the order quantity (due to…
Non-stationary Bandits with Knapsacks
Shang Liu, Jiashuo Jiang, Xiaocheng Li
In this paper, we study the problem of bandits with knapsacks (BwK) in a non-stationary environment. The BwK problem generalizes the multi-arm bandit (MAB) problem to model the res…
Tightness without Counterexamples: A New Approach and New Results for Prophet Inequalities
Jiashuo Jiang, Will Ma, Jiawei Zhang
Prophet inequalities consist of many beautiful statements that establish tight performance ratios between online and offline allocation algorithms. Typically, tightness is establis…