Xinyu Zhang @ LAMDA
|
张鑫钰
Email: zhangxinyu@lamda.nju.edu.cn Laboratory: Room A504, Shaoyifu Building, Nanjing University Xianlin Campus |
|
Biography
Currently I am a graduate 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.Eng. degree in Automation from School of Management and Engineering, Nanjing University in June 2022. In September 2022,
I was admitted to pursue a M.Sc. degree in Nanjing University, under the supervision of Associate Professor
Zongzhang Zhang.
Research Interests
My research interest includes Reinforcement Learning and its applications. Recently, I am interested in
-
Transfer Learning
-
Imitation Learning
Publications
Xinyu Zhang*, Wenjie Qiu*, Yi-Chen Li*, Lei Yuan, Chengxing Jia, Zongzhang Zhang, and Yang Yu.
Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics. In Proceedings of the 41th International Conference on Machine Learning (ICML-2024), 2024. [Paper]
Xu-Hui Liu*, Feng Xu*, Xinyu Zhang, Tianyuan Liu, Shengyi Jiang, Ruifeng Chen, Zongzhang Zhang, Yang Yu.
How to Guide Your Learner: Imitation Learning with Active Adaptive Expert Involvement. In: Proceedings of the 22nd International Conference on Autonomous Agents and Multiagnet Systems (AAMAS-2023), 2023. [Paper]
Preprints
Feng Xu*, Yan Yin*, Xinyu Zhang, Tianyuan Liu, Shengyi Jiang, Zongzhang Zhang.
Alpha^2: Discovering Logical Formulaic Alphas using Deep Reinforcement Learning. arXiv preprint arXiv:2406.16505, 2024. [Paper]
Awards and Honors
-
Outstanding graduated of Nanjing University, 2022
Correspondence
Email:
zhangxinyu {AT} lamda.nju.edu.cn
Laboratory:
Room A504, 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.)