Zhizhou Ren

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Chongjie zhangWashington University in St. LouisVerified email at wustl.edu
Jianhao WangPhd of Computer Science, Tsinghua UniversityVerified email at mails.tsinghua.edu.cn
Jian PengHelixon; Previously at UIUC & MITVerified email at helixon.com
Yuan ZhouDepartment of ISE, University of Illinois Urbana-ChampaignVerified email at illinois.edu
Beining HanComputer Science, Princeton UniversityVerified email at princeton.edu
Yang YuProfessor, Nanjing UniversityVerified email at nju.edu.cn
Guangxiang ZhuTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Jianzhu MaTsinghua UniversityVerified email at tsinghua.edu.cn
Qiang LiuAssistant Professor of Computer Science, UT AustinVerified email at cs.utexas.edu
Kefan DongStanford UniversityVerified email at stanford.edu
Fan DingComputer Science Ph.D, Purdue UniversityVerified email at purdue.edu
Jiahan LiPeking UniversityVerified email at pku.edu.cn
Ruihan GuoShanghai Jiaotong UniversityVerified email at sjtu.edu.cn
Zichuan LinTsinghua University; TencentVerified email at mails.tsinghua.edu.cn
Tonghan WangEcon CS group, Harvard UniversityVerified email at g.harvard.edu
Qianlan YangComputer Science, University of Illinois at Urbana-ChampagneVerified email at illinois.edu
Weijun DongTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Anji LiuPh.D. Student of Computer Science, UCLAVerified email at cs.ucla.edu
Yitao LiangPeking UniversityVerified email at pku.edu.cn
Hao HuTsinghua UniversityVerified email at mails.tsinghua.edu.cn

Zhizhou Ren

University of Illinois at Urbana-Champaign

Verified email at illinois.edu

Reinforcement Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
QPLEX: Duplex Dueling Multi-Agent Q-Learning J Wang, Z Ren, T Liu, Y Yu, C Zhang Ninth International Conference on Learning Representations (ICLR 2021), 2021	401	2021
Exploration via Hindsight Goal Generation Z Ren, K Dong, Y Zhou, Q Liu, J Peng Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019), 2019	81	2019
Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization J Wang, Z Ren, B Han, J Ye, C Zhang Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), 2021	44*	2021
Generalizable Episodic Memory for Deep Reinforcement Learning H Hu, J Ye, G Zhu, Z Ren, C Zhang Thirty-eighth International Conference on Machine Learning (ICML 2021), 2021	39	2021
Proximal Exploration for Model-guided Protein Sequence Design Z Ren, J Li, F Ding, Y Zhou, J Ma, J Peng Thirty-ninth International Conference on Machine Learning (ICML 2022), 2022	29	2022
Learning Long-Term Reward Redistribution via Randomized Return Decomposition Z Ren, R Guo, Y Zhou, J Peng Tenth International Conference on Learning Representations (ICLR 2022 Spotlight), 2022	25	2022
Off-Policy Reinforcement Learning with Delayed Rewards B Han, Z Ren, Z Wu, Y Zhou, J Peng Thirty-ninth International Conference on Machine Learning (ICML 2022), 2022	21	2022
On the Estimation Bias in Double Q-Learning Z Ren, G Zhu, H Hu, B Han, J Chen, C Zhang Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), 2021	12	2021
Self-Organized Polynomial-Time Coordination Graphs Q Yang, W Dong, Z Ren, J Wang, T Wang, C Zhang Thirty-ninth International Conference on Machine Learning (ICML 2022), 2022	10	2022
Object-Oriented Dynamics Learning through Multi-Level Abstraction G Zhu, J Wang, Z Ren, Z Lin, C Zhang Thirty-fourth AAAI Conference on Artificial Intelligence (AAAI 2020), 2020	10	2020
Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation Z Ren, A Liu, Y Liang, J Peng, J Ma Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022), 2022	7	2022

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