Chongjie zhang

Chongjie zhang

Tsinghua University

H-index: 31

Asia-China

About Chongjie zhang

Chongjie zhang, With an exceptional h-index of 31 and a recent h-index of 27 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Multi-Agent Reinforcement Learning, Reinforcement Learning, Multi-Agent Systems, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Unsupervised behavior extraction via random intent priors

Conservative Offline Policy Adaptation in Multi-Agent Games

IOB: integrating optimization transfer and behavior transfer for multi-policy reuse

Never Explore Repeatedly in Multi-Agent Reinforcement Learning

Bayesian Offline-to-Online Reinforcement Learning: A Realist Approach

A survey on transformers in reinforcement learning

Symmetry-aware robot design with structured subgroups

Stylized Offline Reinforcement Learning: Extracting Diverse High-Quality Behaviors from Heterogeneous Datasets

Chongjie zhang Information

University

Position

___

Citations(all)

3058

Citations(since 2020)

2536

Cited By

881

hIndex(all)

31

hIndex(since 2020)

27

i10Index(all)

58

i10Index(since 2020)

48

Email

University Profile Page

Tsinghua University

Google Scholar

View Google Scholar Profile

Chongjie zhang Skills & Research Interests

Multi-Agent Reinforcement Learning

Reinforcement Learning

Multi-Agent Systems

Deep Learning

Top articles of Chongjie zhang

Title

Journal

Author(s)

Publication Date

Unsupervised behavior extraction via random intent priors

Advances in Neural Information Processing Systems

Hao Hu

Yiqin Yang

Jianing Ye

Ziqing Mai

Chongjie Zhang

2024/2/13

Conservative Offline Policy Adaptation in Multi-Agent Games

Advances in Neural Information Processing Systems

Chengjie Wu

Pingzhong Tang

Jun Yang

Yujing Hu

Tangjie Lv

...

2024/2/13

IOB: integrating optimization transfer and behavior transfer for multi-policy reuse

Autonomous Agents and Multi-Agent Systems

Siyuan Li

Hao Li

Jin Zhang

Zhen Wang

Peng Liu

...

2024/6

Never Explore Repeatedly in Multi-Agent Reinforcement Learning

arXiv preprint arXiv:2308.09909

Chenghao Li

Tonghan Wang

Chongjie Zhang

Qianchuan Zhao

2023/8/19

Bayesian Offline-to-Online Reinforcement Learning: A Realist Approach

Hao Hu

Yiqin Yang

Jianing Ye

Ziqing Mai

Yujing Hu

...

2023/10/13

A survey on transformers in reinforcement learning

arXiv preprint arXiv:2301.03044

Wenzhe Li

Hao Luo

Zichuan Lin

Chongjie Zhang

Zongqing Lu

...

2023/1/8

Symmetry-aware robot design with structured subgroups

(ICML 2023) 40th International Conference on Machine Learning

Heng Dong

Junyu Zhang

Tonghan Wang

Chongjie Zhang

2023/5/31

Stylized Offline Reinforcement Learning: Extracting Diverse High-Quality Behaviors from Heterogeneous Datasets

Yihuan Mao

Chengjie Wu

Xi Chen

Hao Hu

Ji Jiang

...

2023/10/13

What is essential for unseen goal generalization of offline goal-conditioned RL?

International Conference on Machine Learning (ICML) 2023

Rui Yang

Yong Lin

Xiaoteng Ma

Hao Hu

Chongjie Zhang

...

2023/5/30

Query-Efficient Offline Preference-Based Reinforcement Learning via In-Dataset Exploration

Hao Hu

Yiqin Yang

Jin Zhang

Shuai Wang

Bo Liu

...

2023/10/13

Celebrating Diversity With Subtask Specialization in Shared Multiagent Reinforcement Learning

(TNNLS) IEEE Transactions on Neural Networks and Learning Systems

Chenghao Li

Tonghan Wang

Chengjie Wu

Qianchuan Zhao

Jun Yang

...

2023/11/7

Offline meta reinforcement learning with in-distribution online adaptation

Jianhao Wang

Jin Zhang

Haozhe Jiang

Junyu Zhang

Liwei Wang

...

2023/7/3

Imitation Learning from Observation with Automatic Discount Scheduling

Yuyang Liu

Weijun Dong

Yingdong Hu

Chuan Wen

Zhao-Heng Yin

...

2023/10/11

Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design

arXiv preprint arXiv:2311.00462

Heng Dong

Junyu Zhang

Chongjie Zhang

2023/11/1

Flow to control: Offline reinforcement learning with lossless primitive discovery

Proceedings of the AAAI Conference on Artificial Intelligence

Yiqin Yang

Hao Hu

Wenzhe Li

Siyuan Li

Jun Yang

...

2023/6/26

Learning to Solve Tasks with Exploring Prior Behaviours

Ruiqi Zhu

Siyuan Li

Tianhong Dai

Chongjie Zhang

Oya Celiktutan

2023/10/1

Towards Robust Offline Reinforcement Learning under Diverse Data Corruption

International Conference on Learning Representations (ICLR) 2024

Rui Yang*

Han Zhong*

Jiawei Xu*

Amy Zhang

Chongjie Zhang

...

2023/10/19

The provable benefits of unsupervised data sharing for offline reinforcement learning

arXiv preprint arXiv:2302.13493

Hao Hu

Yiqin Yang

Qianchuan Zhao

Chongjie Zhang

2023/2/27

Low-Rank Modular Reinforcement Learning via Muscle Synergy

(NeurIPS 2022) 36th Conference on Neural Information Processing Systems

Heng Dong

Tonghan Wang

Jiayuan Liu

Chongjie Zhang

2022/10/26

Towards global optimality in cooperative marl with sequential transformation

Jianing Ye

Chenghao Li

Jianhao Wang

Qianchuan Zhao

Chongjie Zhang

2022/9/29

See List of Professors in Chongjie zhang University(Tsinghua University)

Co-Authors

H-index: 88
Victor Lesser

Victor Lesser

University of Massachusetts Amherst

H-index: 83
Prashant Shenoy

Prashant Shenoy

University of Massachusetts Amherst

H-index: 80
Gabrielle Allen

Gabrielle Allen

University of Wyoming

H-index: 47
Julie Shah

Julie Shah

Massachusetts Institute of Technology

H-index: 28
William Yeoh

William Yeoh

Washington University in St. Louis

H-index: 26
Daniel D. Corkill

Daniel D. Corkill

University of Massachusetts Amherst

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