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Qiaomin Xie
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Year
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
4432011
Learning Zero-Sum Simultaneous-Move Markov Games UsingFunction Approximation and Correlated Equilibrium
Q Xie, Y Chen, Z Wang, Z Yang
Mathematics of Operations Research 48, 433--462, 2023
1312023
Power of d Choices for Large-Scale Bin Packing: A Loss Model
Q Xie, X Dong, Y Lu, R Srikant
ACM Sigmetrics, 2015
822015
Q-learning with nearest neighbors
D Shah, Q Xie
Proceedings of the 32nd International Conference on Neural Information …, 2018
802018
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
612016
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
512015
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
49*2021
Non-asymptotic analysis of monte carlo tree search
D Shah, Q Xie, Z Xu
Abstracts of the 2020 SIGMETRICS/Performance Joint International Conference …, 2020
49*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
452020
Reinforcement learning for optimal control of queueing systems
B Liu, Q Xie, E Modiano
2019 57th annual allerton conference on communication, control, and …, 2019
45*2019
Dynamic Regret of Policy Optimization in Non-Stationary Environments
Y Fei, Z Yang, Z Wang, Q Xie
Advances in Neural Information Processing Systems, 2020
402020
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
402016
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
272020
Zero queueing for multi-server jobs
W Wang, Q Xie, M Harchol-Balter
Proceedings of the ACM on Measurement and Analysis of Computing Systems 5 (1 …, 2021
252021
Stochastic online scheduling on unrelated machines
V Gupta, B Moseley, M Uetz, Q Xie
Integer Programming and Combinatorial Optimization: 19th International …, 2017
222017
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
202012
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
172020
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
92020
Reward poisoning attacks on offline multi-agent reinforcement learning
Y Wu, J McMahan, X Zhu, Q Xie
Proceedings of the aaai conference on artificial intelligence 37 (9), 10426 …, 2023
82023
Stable Reinforcement Learning with Unbounded State Space
D Shah, Q Xie, Z Xu
Learning for Dynamics and Control (L4DC), pp. 581-581, 2020
82020
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