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Zhengyuan Zhou
Zhengyuan Zhou
Dept of Technology, Operations and Statistics at NYU Stern
Verificeret mail på stern.nyu.edu - Startside
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MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels
L Jiang, Z Zhou, T Leung, LJ Li, L Fei-Fei
International Conference on Machine Learning, 2309-2318, 2018
15472018
Estimation considerations in contextual bandits
M Dimakopoulou, Z Zhou, S Athey, G Imbens
arXiv preprint arXiv:1711.07077, 2017
2592017
Learning in games with continuous action sets and unknown payoff functions
P Mertikopoulos, Z Zhou
Mathematical Programming 173 (1-2), 465-507, 2019
2572019
Balanced linear contextual bandits
M Dimakopoulou, Z Zhou, S Athey, G Imbens
Proceedings of the AAAI Conference on Artificial Intelligence 33, 3445-3453, 2019
2422019
Robust low-rank tensor recovery with rectification and alignment
X Zhang, D Wang, Z Zhou, Y Ma
IEEE transactions on pattern analysis and machine intelligence 43 (1), 238-255, 2019
1832019
Cooperative pursuit with Voronoi partitions
Z Zhou, W Zhang, J Ding, H Huang, DM Stipanović, CJ Tomlin
Automatica 72, 64-72, 2016
171*2016
Offline multi-action policy learning: Generalization and optimization
Z Zhou, S Athey, S Wager
Operations Research, 2022
1602022
Multiplayer reach-avoid games via pairwise outcomes
M Chen, Z Zhou, CJ Tomlin
IEEE Transactions on Automatic Control 62 (3), 1451-1457, 2016
1412016
Stochastic mirror descent in variationally coherent optimization problems
Z Zhou, P Mertikopoulos, N Bambos, S Boyd, PW Glynn
Advances in Neural Information Processing Systems 30, 2017
972017
Learning in generalized linear contextual bandits with stochastic delays
Z Zhou, R Xu, J Blanchet
Advances in Neural Information Processing Systems, 5197-5208, 2019
892019
Distributional soft actor critic for risk sensitive learning
X Ma, Q Zhang, L Xia, Z Zhou, J Yang, Q Zhao
arXiv preprint arXiv:2004.14547, 2020
872020
A general, open-loop formulation for reach-avoid games
Z Zhou, R Takei, H Huang, CJ Tomlin
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on, 6501-6506, 2012
852012
Infinite time horizon maximum causal entropy inverse reinforcement learning
Z Zhou, M Bloem, N Bambos
IEEE Transactions on Automatic Control 63 (9), 2787-2802, 2018
762018
Efficient path planning algorithms in reach-avoid problems
Z Zhou, J Ding, H Huang, R Takei, C Tomlin
Automatica 89, 28-36, 2018
702018
Multiplayer reach-avoid games via low dimensional solutions and maximum matching
M Chen, Z Zhou, CJ Tomlin
2014 American control conference, 1444-1449, 2014
692014
Distributed Asynchronous Optimization with Unbounded Delays: How Slow Can You Go?
Z Zhou, P Mertikopoulos, N Bambos, PW Glynn, Y Ye, LJ Li, FF Li
ICML 2018-35th International Conference on Machine Learning, 1-10, 2018
682018
Evasion as a team against a faster pursuer
SY Liu, Z Zhou, C Tomlin, K Hedrick
2013 American Control Conference, 5368-5373, 2013
672013
Finite-Sample Regret Bound for Distributionally Robust Offline Tabular Reinforcement Learning
Z Zhou, Z Zhou, Q Bai, L Qiu, J Blanchet, P Glynn
International Conference on Artificial Intelligence and Statistics, 3331-3339, 2021
602021
Distributionally robust policy evaluation and learning in offline contextual bandits
N Si, F Zhang, Z Zhou, J Blanchet
International Conference on Machine Learning, 8884-8894, 2020
572020
A path defense approach to the multiplayer reach-avoid game
M Chen, Z Zhou, CJ Tomlin
53rd IEEE conference on decision and control, 2420-2426, 2014
572014
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Artikler 1–20