Ming Zhou

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Weinan ZhangAssociate Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Jun WangProfessor, Computer Science, University College LondonVerified email at cs.ucl.ac.uk
Yaodong YangAssistant Professor@Peking UniversityVerified email at pku.edu.cn
Yong Yu (俞勇)Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Ying WenAssistant Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Jiarui JinShanghai Jiao Tong University; University College LondonVerified email at ucl.ac.uk
Jieping Ye, IEEE Fellow & ACM Distin...Alibaba DAMO AcademyVerified email at umich.edu
Zhiwei (Tony) QinPrincipal Scientist, Lyft Rideshare LabsVerified email at caa.columbia.edu
Yong ChenVerified email at pku.edu.cn
Dell ZhangThomson Reuters LabsVerified email at ieee.org
Minghuan Liu (刘明桓)Ph.D. Student, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Xihuai WangShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Jian ShenShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Yuzheng ZhuangSenior Researcher @ Huawei Noah's Ark LabVerified email at huawei.com
Runzhe WuCornell UniversityVerified email at cornell.edu
Liheng ChenShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Hongyi GuoNorthwestern UniversityVerified email at u.northwestern.edu

Ming Zhou

Shanghai Jiao Tong University

Verified email at sjtu.edu.cn - Homepage

Multi-Agent Learning Game Theory Reinforcement Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Mean Field Multi-Agent Reinforcement Learning Y Yang, R Luo, M Li, M Zhou, W Zhang, J Wang ICML 2018, Oral presentation, 2018	492	2018
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving M Zhou, J Luo, J Villela, Y Yang, D Rusu, J Miao, W Zhang, M Alban, ... Conference on Robot Learning 2020 (Best System Paper Award), 2020	85	2020
CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms J Jin, M Zhou, W Zhang, M Li, Z Guo, Z Qin, Y Jiao, X Tang, C Wang, ... CIKM 2019, 2019	71	2019
Multi-agent reinforcement learning for order-dispatching via order-vehicle distribution matching M Zhou, J Jin, W Zhang, Z Qin, Y Jiao, C Wang, G Wu, Y Yu, J Ye Proceedings of the 28th ACM international conference on information and …, 2019	63	2019
Factorized Q-Learning for Large-Scale Multi-Agent Systems M Zhou, Y Chen, Y Wen, Y Yang, Y Su, W Zhang, D Zhang, J Wang DAI 2019, 2018	52	2018
Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts W Zhang, X Wang, J Shen, M Zhou IJCAI 2021, 2021	13	2021
Malib: A parallel framework for population-based multi-agent reinforcement learning M Zhou, Z Wan, H Wang, M Wen, R Wu, Y Wen, Y Yang, W Zhang, ... arXiv preprint arXiv:2106.07551, 2021	12	2021
Multi-Agent Interactions Modeling with Correlated Policies M Liu, M Zhou, W Zhang, Y Zhuang, J Wang, W Liu, Y Yu ICLR 2020, 2020	12	2020
Generative adversarial exploration for reinforcement learning W Hong, M Zhu, M Liu, W Zhang, M Zhou, Y Yu, P Sun Proceedings of the First International Conference on Distributed Artificial …, 2019	3	2019
Signal Instructed Coordination in Team Competition L Chen, H Guo, H Zhang, F Fang, Y Zhu, M Zhou, W Zhang, Q Wang, Y Yu International Conference on Distributed Artificial Intelligence, 185-205, 2019	2	2019
On Realization of Intelligent Decision-Making in the Real World: A Foundation Decision Model Perspective Y Wen, Z Wan, M Zhou, S Hou, Z Cao, C Le, J Chen, Z Tian, W Zhang, ... arXiv preprint arXiv:2212.12669, 2022		2022
Efficient Policy Space Response Oracles M Zhou, J Chen, Y Wen, W Zhang, Y Yang, Y Yu, J Wang arXiv preprint arXiv:2202.00633, 2022		2022

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