Xingchen Cao @ LAMDA

曹星辰 Xingchen Cao M.Sc. Student, LAMDA Group School of Artificial Intelligence National Key Laboratory for Novel Software Technology Nanjing University, Nanjing 210023, China Supervisor: Associate Prof. Yang Yu Email: caoxc@lamda.nju.edu.cn

Biography

• Currently I am a second-year M.SC. student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group (LAMDA Publications), led by professor Zhi-Hua Zhou.
• I got my B.Sc. degree in School of Artificial Intelligence from Nanjing University in June 2022. In the same year, I was admitted to study for a M.SC. degree in Nanjing University without entrance examination.

Research Interest

My research interests include Reinforcement Learning.
Most recently, I am interested in:

• Imitation Learning
• Offline Reinforcement Learning

Publications

• Xingchencao, Fan-Ming Luo, Junyin Ye, Tian Xu, Zhilong Zhang, Yang Yu^†. Limited Preference Aided Imitation Learning from Imperfect Demonstrations. In: Proceedings of the 41st International Conference on Machine Learning (ICML'24), 2024.
• Fan-Ming Luo, TianXu, Xingchen Cao, Yang Yu^†. Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning. In: Proceedings of the 12th International Conference on Learning Representations (ICLR'24), 2024.(Spotlight)

† indicates the corresponding author.

Awards & Honors

• People's Scholarship of Nanjing University, 2019, 2020, 2021.

Teaching Assistant

• Data Processing Using Python (For undergraduate students, fall, 2023)

Correspondence

Address: National Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China
Office: Room 504, Block A, Shaoyifu Building, Xianlin Campus of Nanjing University

Last modified: 2024-04-18