Rui Kong @ LAMDA

孔 锐 Rui Kong (R. Kong) M.Sc. Student, LAMDA Group School of Artificial Intelligence National Key Laboratory for Novel Software Technology Nanjing University, Nanjing 210023, China Supervisor: Associate Prof. Zongzhang Zhang Email: kongr@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:

• Offline Reinforcement Learning
• Offline-to-Online Reinforcement Learning

Publications

• Rui Kong, Chenyang Wu, Chen-Xiao Gao, Zongzhang Zhang^†, Ming Li. Efficient and Stable Offline-to-online Reinforcement Learning via Continual Policy Revitalization. In: Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI'24), 2024.
• Rui Kong, Chenyang Wu, and Zongzhang Zhang^†. Generalizable Policy Improvement via Reinforcement Sampling (Student Abstract). In: Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI'24), 2024.
• Chen-Xiao Gao, Chenyang Wu, Mingjun Cao, Rui Kong, Zongzhang Zhang^†, Yang Yu. ACT: Empowering decision transformer with dynamic programming via advantage conditioning. In: Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI'24), 2024.
• Chenyang Wu, Rui Kong, Guoyu Yang, Xianghan Kong, Zongzhang Zhang^†;, Yang Yu, Dong Li, Wulong Liu, LB-DESPOT: Efficient Online POMDP Planning Considering Lower Bound in Action Selection (Student Abstract), In: Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI'2021), 2021.

† indicates the corresponding author.

Awards & Honors

• Outstanding Graduate of Nanjing University, 2022.
• People's Scholarship of Nanjing University, 2019, 2020, 2021.

Teaching Assistant

• Control Control Theory and Methods (For undergraduate students and graduate students, fall, 2023)
• Data Processing Using Python (For undergraduate students, fall, 2023)
• Data Processing Using Python (For undergraduate students, fall, 2022)

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