Kaiqing Zhang

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	All	Since 2016
Citations	724	723
h-index	14	14
i10-index	16	16

400

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2016201720182019202020212 13 68 178 397 61

Co-authors

Tamer BaşarSwanlund Endowed Chair Emeritus & CAS Professor Emeritus of Electrical and Computer EngineeringVerified email at illinois.edu
Zhuoran YangPrinceton UniversityVerified email at princeton.edu
Hao ZhuAssistant Professor of ECE, The University of Texas at AustinVerified email at utexas.edu
Tong ZhangHKUSTVerified email at tongzhang-ml.org
Alec KoppelResearch Scientist, U.S. Army Research LaboratoryVerified email at mail.mil
Bin HuUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Wei (Wilbur) ShiPostdoctoral Research Associate, Princeton UniversityVerified email at princeton.edu
Tianyi ChenAssistant Professor of ECSE, Rensselaer Polytechnic InstituteVerified email at rpi.edu
Weichao MaoUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Sham M KakadeUniversity of WashingtonVerified email at cs.washington.edu
Lin F. Yang (杨林)Assistant Professor, Department of Electrical and Computer Engineering @ UCLAVerified email at ee.ucla.edu
Mingyi HongAssociate Professor, University of MinnesotaVerified email at umn.edu
Moe WinNASA Jet Propulsion Laboratory, AT&T Research Labs, Massachusetts Institute of Technology (MIT)Verified email at mit.edu
Yuan ShenAssociate Professor, EE, Tsinghua UniversityVerified email at tsinghua.edu.cn
Mingyan LiuProfessor of Electrical Engineering and Computer Science, University of MichiganVerified email at umich.edu
Ji LiuStony Brook UniversityVerified email at stonybrook.edu
Yanli LiuResearch Scientist, InnoPeak Technology (OPPO US Research Center)Verified email at math.ucla.edu
Wotao YinProfessor of Mathematics, UCLAVerified email at ucla.edu
Qiaomin XieVisiting Assistant Professor, Cornell UniversityVerified email at cornell.edu
Dongsheng DingUniversity of Southern CaliforniaVerified email at usc.edu

Kaiqing Zhang

Ph.D. Candidate of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign

Verified email at illinois.edu - Homepage

control theory reinforcement learning game theory multi-agent systems robotics


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Fully decentralized multi-agent reinforcement learning with networked agents K Zhang, Z Yang, H Liu, T Zhang, T Başar International Conference on Machine Learning (ICML), 2018	196	2018
Multi-agent reinforcement learning: A selective overview of theories and algorithms K Zhang, Z Yang, T Başar Studies in Systems, Decision and Control, Handbook on RL and Control, 2019	110	2019
Dependency analysis and improved parameter estimation for dynamic composite load modeling K Zhang, H Zhu, S Guo IEEE Transactions on Power Systems 32 (4), 3287-3297, 2016	61	2016
Global convergence of policy gradient methods to (almost) locally optimal policies K Zhang, A Koppel, H Zhu, T Başar SIAM Journal on Control and Optimization (SICON), 2019	49*	2019
Policy optimization provably converges to Nash equilibria in zero-sum linear quadratic games K Zhang, Z Yang, T Basar Advances in Neural Information Processing Systems, 11602-11614, 2019	39	2019
Networked multi-agent reinforcement learning in continuous spaces K Zhang, Z Yang, T Basar 2018 IEEE Conference on Decision and Control (CDC), 2771-2776, 2018	35	2018
Policy optimization for linear control with robustness guarantee: Implicit regularization and global convergence K Zhang, B Hu, T Başar arXiv:1910.09496, 2019	28	2019
Finite-sample analysis for decentralized batch multi-agent reinforcement learning with networked agents K Zhang, Z Yang, H Liu, T Zhang, T Başar IEEE Transactions on Automatic Control (to appear), 2018	27*	2018
Consumption behavior analytics-aided energy forecasting and dispatch Y Zhang, R Yang, K Zhang, H Jiang, JJ Zhang IEEE Intelligent Systems 32 (4), 59-63, 2017	26	2017
Communication-efficient distributed reinforcement learning T Chen, K Zhang, GB Giannakis, T Başar arXiv preprint arXiv:1812.03239, 2018	21	2018
Dynamic power distribution system management with a locally connected communication network K Zhang, W Shi, H Zhu, E Dall'Anese, T Basar IEEE Journal of Selected Topics in Signal Processing (JSTSP), 2018	19*	2018
Spectrum prediction and channel selection for sensing-based spectrum sharing scheme using online learning techniques Z Zhang, K Zhang, F Gao, S Zhang 2015 IEEE 26th Annual International Symposium on Personal, Indoor, and …, 2015	18	2015
Optimal joint bidding and pricing of profit-seeking load serving entity H Xu, K Zhang, J Zhang IEEE Transactions on Power Systems 33 (5), 5427-5436, 2018	17	2018
Dynamic operations and pricing of electric unmanned aerial vehicle systems and power networks K Zhang, L Lu, C Lei, H Zhu, Y Ouyang Transportation Research Part C: Emerging Technologies 92, 472-485, 2018	14	2018
Model-based multi-agent RL in zero-sum Markov games with near-optimal sample complexity K Zhang, S Kakade, T Başar, L Yang arXiv preprint arXiv:2007.07461, 2020	11	2020
Projected stochastic primal-dual method for constrained online learning with kernels A Koppel, K Zhang, H Zhu, TM Baser IEEE Transactions on Signal Processing, 2018	11	2018
Non-cooperative inverse reinforcement learning X Zhang, K Zhang, E Miehling, T Basar Advances in Neural Information Processing Systems (NeurIPS), 2019, 9482-9493, 2019	9	2019
A finite sample analysis of the actor-critic algorithm Z Yang, K Zhang, M Hong, T Başar 2018 IEEE Conference on Decision and Control (CDC), 2759-2764, 2018	9	2018
Online planning for decentralized stochastic control with partial history sharing K Zhang, E Miehling, T Başar 2019 American Control Conference (ACC), 3544-3550, 2019	5	2019
Distributed learning of average belief over networks using sequential observations K Zhang, Y Liu, J Liu, M Liu, T Başar Automatica 115, 108857, 2020	4	2020

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