Qiaomin Xie
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Join-Idle-Queue: A novel load balancing algorithm for dynamically scalable web services
Y Lu, Q Xie, G Kliot, A Geller, JR Larus, A Greenberg
Performance Evaluation 68 (11), 1056-1071, 2011
Learning zero-sum simultaneous-move markov games using function approximation and correlated equilibrium
Q Xie, Y Chen, Z Wang, Z Yang
Conference on learning theory, 3674-3682, 2020
Power of d Choices for Large-Scale Bin Packing: A Loss Model
Q Xie, X Dong, Y Lu, R Srikant
ACM Sigmetrics, 2015
Q-learning with nearest neighbors
D Shah, Q Xie
Proceedings of the 32nd International Conference on Neural Information …, 2018
Scheduling with Multi-level Data Locality: Throughput and Heavy-Traffic Optimality
Q Xie, A Yekkehkhany, Y Lu
2016 IEEE Conference on Computer Communications (INFOCOM), 2016
Priority algorithm for near-data scheduling: Throughput and heavy-traffic optimality
Q Xie, Y Lu
2015 IEEE Conference on Computer Communications (INFOCOM), 963-972, 2015
Pandas: robust locality-aware scheduling with stochastic delay optimality
Q Xie, M Pundir, Y Lu, CL Abad, RH Campbell
IEEE/ACM Transactions on Networking 25 (2), 662-675, 2016
Non-asymptotic analysis of monte carlo tree search
D Shah, Q Xie, Z Xu
Abstracts of the 2020 SIGMETRICS/Performance Joint International Conference …, 2020
RL-QN: A reinforcement learning framework for optimal control of queueing systems
B Liu, Q Xie, E Modiano
ACM Transactions on Modeling and Performance Evaluation of Computing Systems …, 2022
Dynamic Regret of Policy Optimization in Non-Stationary Environments
Y Fei, Z Yang, Z Wang, Q Xie
Advances in Neural Information Processing Systems, 2020
Risk-Sensitive Reinforcement Learning: Near-Optimal Risk-Sample Tradeoff in Regret
Y Fei, Z Yang, Y Chen, Z Wang, Q Xie
Advances in Neural Information Processing Systems, 2020
Stochastic online scheduling on unrelated machines
V Gupta, B Moseley, M Uetz, Q Xie
International Conference on Integer Programming and Combinatorial …, 2017
Degree-guided map-reduce task assignment with data locality constraint
Q Xie, Y Lu
2012 IEEE International Symposium on Information Theory Proceedings, 985-989, 2012
Greed works—online algorithms for unrelated machine stochastic scheduling
V Gupta, B Moseley, M Uetz, Q Xie
Mathematics of operations research 45 (2), 497-516, 2020
Provable fictitious play for general mean-field games
Q Xie, Z Yang, Z Wang, A Minca
arXiv preprint arXiv:2010.04211, 2020
POLY-HOOT: Monte-Carlo Planning in Continuous Space MDPs with Non-Asymptotic Analysis
W Mao, K Zhang, Q Xie, T Basar
Advances in Neural Information Processing Systems, 2020
Zero queueing for multi-server jobs
W Wang, Q Xie, M Harchol-Balter
ACM SIGMETRICS Performance Evaluation Review 49 (1), 13-14, 2021
Learning while playing in mean-field games: Convergence and optimality
Q Xie, Z Yang, Z Wang, A Minca
International Conference on Machine Learning, 11436-11447, 2021
On Reinforcement Learning for Turn-based Zero-sum Markov Games
D Shah, V Somani, Q Xie, Z Xu
Proceedings of the 2020 ACM-IMS on Foundations of Data Science Conference …, 2020
Stable Reinforcement Learning with Unbounded State Space
D Shah, Q Xie, Z Xu
Learning for Dynamics and Control (L4DC), pp. 581-581, 2020
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