5 citations · 6 across the 3 of their papers we have counts for
3 papers
math.OC2023★ 1 cited
Online Learning and Optimization for Queues with Unknown Demand Curve and Service Distribution
Xinyun Chen, Guiyu Hong, Yunan Liu
We investigate an optimization problem in a queueing system where the service provider selects the optimal service fee p and service capacity μto maximize the cumulative expected p…
eess.SY2021
Reinforcement Learning for Volt-Var Control: A Novel Two-stage Progressive Training Strategy
Si Zhang, Mingzhi Zhang, Rongxing Hu +3
This paper develops a reinforcement learning (RL)approach to solve a cooperative, multi-agent Volt-Var Control (VVC) problem for high solar penetration distribution systems. The in…
math.PR2020★ 5 cited
An online learning approach to dynamic pricing and capacity sizing in service systems
Xinyun Chen, Yunan Liu, Guiyu Hong
We study a dynamic pricing and capacity sizing problem in a queue, where the service provider's objective is to obtain the optimal service fee and service capacity $μ…