16 citations · 18 across the 3 of their papers we have counts for
3 papers
math.OC2023
An Online Algorithm for Chance Constrained Resource Allocation
Yuwei Chen, Zengde Deng, Yinzhi Zhou +3
This paper studies the online stochastic resource allocation problem (RAP) with chance constraints. The online RAP is a 0-1 integer linear programming problem where the resource co…
math.OC2022★ 2 cited
Online Primal-Dual Algorithms For Stochastic Resource Allocation Problems
Yuwei Chen, Zengde Deng, Zaiyi Chen +3
This paper studies the online stochastic resource allocation problem (RAP) with chance constraints and conditional expectation constraints. The online RAP is an integer linear prog…
cs.AI2019★ 16 cited
Can Sophisticated Dispatching Strategy Acquired by Reinforcement Learning? - A Case Study in Dynamic Courier Dispatching System
Yujie Chen, Yu Qian, Yichen Yao +5
In this paper, we study a courier dispatching problem (CDP) raised from an online pickup-service platform of Alibaba. The CDP aims to assign a set of couriers to serve pickup reque…