Kaiyuan Li @ LAMDA, NJU-AI
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李开元 |
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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 in Artificial Intelligence from School of Artificial Intelligence, Nanjing University in June 2024. In September 2024, I was admitted to pursue a M.Sc. degree in Nanjing University, under the supervision of Professor Yang Yu without entrance examination.
Research Interests
My research interest includes Reinforcement Learning and its applications. Especially, I am interested in
Real World Model Learning
Offline Reinforcement Learning
Publications
Conference Papers
Jing-Cheng Pang*, Nan Tang*, Kaiyuan Li, Yuting Tang, Xin-Qiang Cai, Zhen-Yu Zhang, Gang Niu, Masashi Sugiyama and Yang Yu. Learning View-invariant World Models for Visual Robotic Manipulation. In: ICLR, 2025.
Jing-Cheng Pang*, Si-Hang Yang*, Kaiyuan Li, Jiaji Zhang, Xiong-Hui Chen, Nan Tang and Yang Yu. Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts. In: NeurIPS, 2024. [Paper]
Jing-Cheng Pang*, Pengyuan Wang*, Kaiyuan Li, Xiong-Hui Chen, Jiachen Xu, Zongzhang Zhang and Yang Yu. Language Model Self-improvement by Reinforcement Learning Contemplation. In: ICLR, 2024. [Paper]
* Equal contribution.
Service
Correspondence
Email:
liky@lamda.nju.edu.cn
Laboratory:
A201, 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.)