Ziqian Zhang @ LAMDA
 |
张子谦 |
|
Biography
Currently I am a M.Sc. student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group, led by professor Zhi-Hua Zhou.
I received my B.Sc. degree from Kuang Yaming Honors School, Nanjing University in June 2023. In September 2023, I was admitted to pursue a M.Sc. degree in Nanjing University, under the supervision of Professor Yang Yu.
Research Interests
My research interest includes Machine Learning and its applications. Recently, I am interested in
Reinforcement Learning
Multi-Agent Systems
Feel free to contact me if you are insterested in discussing these topics.
Publications
Preprints
Lei Yuan, Ziqian Zhang, Lihe Li, Cong Guan, and Yang Yu. A Survey of Progress on Cooperative Multi-agent Reinforcement Learning in Open Environment. 2023.[In Chinese] [In English]
2024
Lei Yuan, Lihe Li, Ziqian Zhang, Fuxiang Zhang, Cong Guan, Yang Yu. Multi-agent Continual Coordination via Progressive Task Contextualization. IEEE Transactions on Neural Networks and Learning Systems (TNNLS) [Link]
Lihe Li, Ruotong Chen, Ziqian Zhang, Zhichao Wu, Yi-Chen Li, Cong Guan, Yang Yu, Lei Yuan. Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal. In Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI-2024), 2024. [Link]
Cong Guan, Feng Chen, Ke Xue, Chunpeng Fan, Lichao Zhang, Ziqian Zhang, Pengyao Zhao, Zongzhang Zhang, Chao Qian, Lei Yuan, Yang Yu. One by One, Continual Coordinating with Humans via Hyper-Teammate Identification. In The Twelfth International Conference on Learning Representations (ICLR-2024), Workshop on Generative Models for Decision Making(GenAI4DM), 2024. [Link]
Cong Guan, Ruiqi Xue, Ziqian Zhang, Lihe Li, Yi-Chen Li, Lei Yuan, Yang Yu. Cost-aware Offline Safe Meta Reinforcement Learning with Robust In-Distribution Online Task Adaptation. In Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2024), 2024.[Link]
2023
Lei Yuan, Lihe Li, Ziqian Zhang, Feng Chen, Tianyi Zhang, Cong Guan, Yang Yu, Zhi-Hua Zhou. Learning to Coordinate with Anyone. In Proceedings of the Distributed Artificial Intelligence (DAI-2023, Best Paper Award), 2023.[Link]
Ziqian Zhang*, Lei Yuan*, Lihe Li, Ke Xue, Chengxing, Jia, Cong Guan, Chao Qian, Yang Yu. Fast Teammate Adaptation in the Presence of Sudden Policy Change. In Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence (UAI-2023), 2023. [Link]
Lei Yuan*, Ziqian Zhang*, Ke Xue, Hao Yin, Feng Chen, Lihe Li, Cong Guan, Chao Qian, Yang Yu. Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers. In Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI-2023, Oral Presentation), 2023. [Link]
2022
Ziqian Zhang*, Yulei Liu*, Shengcheng Yu, Xin Li, Yexiao Yun, Chunrong Fang, Zhenyu Chen. UniRLTest: universal platform-independent testing with reinforcement learning via image understanding. In ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA-2022), 2022. [Link]
* These authors contributed equally.
Correspondence
Email:
zhangzq {AT} lamda.nju.edu.cn, 191240076zzq {AT} gmail.com
Laboratory:
A201, Shaoyifu Building, Nanjing University Xianlin Campus
Address:
National Key Laboratory for Novel Software Technology, Nanjing University, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China
(南京市栖霞区仙林大道163号, 软件新技术国家重点实验室, 210023.)