610 citations · 2k across the 74 of their papers we have counts for
3 papers · 1 filter
Optimality of a Threshold Policy for a Queueing System with One Fast Server and Two Identical Slow Servers
Weina Wang, Taha Ameen, Yudong Chen +3
This paper studies the optimal control problem of a queueing system with three servers: one fast server and two identical slow servers. The two-server version of this problem, with…
Online change point detection under heavy-tailedness and contamination
Edwin Yiu Nam Tang, Yudong Chen, Mengchu Li +1
We study an online version of the robust mean change point detection problem under a dynamic Huber contamination model with arbitrary contamination distribution and inlier distribu…
Optimal Variance-Dependent Regret Bounds for Infinite-Horizon MDPs
Guy Zamir, Matthew Zurek, Yudong Chen
Online reinforcement learning in infinite-horizon Markov decision processes (MDPs) remains less theoretically and algorithmically developed than its episodic counterpart, with many…