Guan Cong @ LAMDA
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管 聪 |
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Biography
Currently I am a first year Ph.D. student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group, which is led by professor Zhi-Hua Zhou.
I received my M.Sc. degree from SAPI under the supervision of Prof. Tian-You Chai
, and my B.Sc. degree from NEU .
In September 2020, I was admitted to study for a Ph.D. degree in Nanjing University under the supervision of Prof. Yang Yu.
Recent Update
Research Interests
My research interest is Machine Learning. Especially, I am interested in
Reinforcement Learning and Game Theory: Self Play
Sim to Real
Conference Papers:
- Cong Guan*, Feng Chen*, Lei Yuan, Chenghe Wang, Hao Yin, Zongzhang Zhang, Yang Yu. Efficient Multi-agent Communication via Self-supervised Information Aggregation. In: Advances in Neural Information Processing Systems 35 (NeurIPS'22), New Orleans, LA, 2022.
Lei Yuan*, Zi-Qian Zhang*, Ke Xue, Hao Yin, Feng Chen, Cong Guan, Li-He Li, Chao Qian, Yang Yu. Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackers. Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI-23), 2023.
Lei Yuan*, Chenghe Wang*, Jianhao Wang, Fuxiang Zhang, Feng Chen, Cong Guan, Zongzhang Zhang, Yang Yu, and Chongjie Zhang. Multi-Agent Concentrative Coordination with Decentralized Task Representation. Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI-2022), Vienna, Austria, 2022
Preprints:
Ke Xue*, Yutong Wang*, Lei Yuan, Cong Guan, Chao Qian, Yang Yu. Heterogeneous Multi-agent Zero-Shot Coordination by Coevolution. arXiv preprint arXiv:2208.04957.
* Equal Contribution
Awards & Honors
Correspondence
Email:
guanc @ lamda.nju.edu.cn
Laboratory:
Shaoyifu Building, Xianlin Campus of Nanjing University
Address:
National Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China
(南京市栖霞区仙林大道163号, 南京大学仙林校区603信箱, 软件新技术国家重点实验室, 210023.)