Jun-Yin Ye @ LAMDA, NJU-AI

Jun-Yin Ye M.Sc. Student, LAMDA Group School of Artificial Intelligence National Key Laboratory for Novel Software Technology Nanjing University, Nanjing 210023, China Supervisor: Prof. Yang Yu Email: yejy@lamda.nju.edu.cn Laboratory: Shaoyifu Building, Xianlin Campus of Nanjing University

Biography

Currently I am a first year graduate 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 Artificial Intelligence from College of Artificial Intelligence, Xi'an Jiaotong University (XJTU), China in June 2022. In the same year, I was admitted to study for a M.Sc. degree in Nanjing University, under the supervision of Professor Yang Yu without entrance examination.

Research Interests

Currently my research interest is Reinforcement Learning. Especially in

• Offline Reinforcement Learning, utilizes only historical trajectories to improve the policy without additional interaction with real environment. Offline RL is much safer for the agent dosen't take unreliable actions in the real world, especially in some critical scenarios like self-driving. It's a promising approach to industrializing reinforcement learning.

Publications

Correspondence

Email: yejy@lamda.nju.edu.cn

Laboratory: Shaoyifu Building, Xianlin Campus of Nanjing University

Address: Jun-Yin Ye, 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.)