Tian Xu @ LAMDA

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许天
Tian Xu(T. Xu)
Ph.D. Student, LAMDA Group
School of Artificial Intelligence
National Key Laboratory for Novel Software Technology
Nanjing University, Nanjing 210023, China

Supervisor: Prof. Yang Yu

Email: xut {AT} lamda.nju.edu.cn
Laboratory: Shaoyifu Building, Xianlin Campus of Nanjing University

Biography

Currently I am a second year Ph.D. 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 in Mathematics and Applied Mathematics in School of Natural and Applied Sciences in June 2019 from Northwestern Polytechnical University. In September 2019, I was admitted to study for a Ph.D. degree in Nanjing University under the supervision of Prof. Yang Yu without entrance examination, respectively.

Research Interests

My research interest is theory of reinforcement learning (RL). Currently, I focus on

Preprints

Tian Xu*, Ziniu Li*, Yang Yu. Nearly Minimax Optimal Adversarial Imitation Learning with Known and Unknown Transitions. [paper]

Conference Papers

Tian Xu, Ziniu Li, Yang Yu. Error Bounds of Imitating Policies and Environments. In: Advances in Neural Information Processing Systems 33 (NeurIPS'20), Virtual Conference, 2020. [paper] [poster]

Journal Papers

Tian Xu, Ziniu Li, Yang Yu. Error Bounds of Imitating Policies and Environments for Reinforcement Learning. In: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) . To appear. [paper]

Technical Notes

许天, 李子牛, 俞扬. 模仿学习简要教程 [pdf]

Correspondence

Email: xut {AT} lamda.nju.edu.cn

Laboratory: 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.)