Biography
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