Renzhe Zhou @ LAMDA

周韧哲 Renzhe Zhou Graduate 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: zhourz@lamda.nju.edu.cn, zhourz2000@gmail.com Laboratory: Shaoyifu Building, Nanjing University Xianlin Campus

Biography

Currently I am a second year M.Sc. student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group, which is led by professor Zhi-Hua Zhou.

I received my B.Sc. degree from School of Artificial Intelligence, Nanjing University in June 2022. In September 2022, I was admitted to pursue a M.Sc. degree in Nanjing University without entrance examination, under the supervision of Associate Prof. Zongzhang Zhang.

Research Interests

My research interest includes Reinforcement Learning and its applications. Recently, I am interested in

• Offline Reinforcement Learning

• Meta Reinforcement Learning

Publications

• Renzhe Zhou, Chen-Xiao Gao, Zongzhang Zhang, Yang Yu. Generalizable task representation learning for offline meta-reinforcement learning with data limitations. In: Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI'24), 2024.

• Renzhe Zhou, Zongzhang Zhang, Yang Yu. Model-Based Offline Weighted Policy Optimization (Student Abstract). In: Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI'23), 2023.

Correspondence

Email: zhourz@lamda.nju.edu.cn, zhourz2000@gmail.com
Laboratory: 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.)