Feng Xu @ LAMDA
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徐 峰 |
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Biography
Currently I am a second year graduate 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 Kuang Yaming Honors School , Nanjing University in June 2020. In September 2020, I was admitted to pursue a Ph.D. degree in Nanjing University, under the supervision of Prof. Zongzhang Zhang and Prof. Ming Li.
Recent Update
- Developing a beginner friendly RL Framework Unstable Baselines for research purposes.
- Leading a reading group on Transfer Learning in RL ( TLRG ).
Research Interests
My research interest includes Reinforcement Learning and its applications. Recently, I am interested in
Meta-Reinforcement Learning
Transfer Learning
Experience
- 2018/8-2018/12: Exchange student at University of California, Berkeley.
- 2019/8-2020/4: Internship at Hivision Research Institute.
- 2020/5-2020/8: Internship at Content AI Group, Tencent.
- 2021/7-: Internship at Platform Governing Group, ByteDance.
Publications
- Feng Xu*, Shengyi Jiang*, Hao Yin, Zongzhang Zhang, Yang Yu, Ming Li, Dong Li, Wulong Liu. Enhancing Context-Based Meta-Reinforcement Learning Algorithms via An Efficient Task Encoder (Student Abstract). In AAAI, 2021.
- Cross-modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning. Xiong-Hui Chen*, Shengyi Jiang*, Feng Xu, Zongzhang Zhang, Yang Yu. In NeurIPS, 2021.
- Regret Minimization Experience Replay in Off-Policy Reinforcement Learning. Zhenghai Xue*, Xu-Hui Liu*, Jing-Cheng Pang, Shengyi Jiang, Feng Xu, Yang Yu. Regret Minimization Experience Replay. In NeurIPS, 2021.
Awards & Honors
Correspondence
Email:
xufeng {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.)