Ying Fan

Ph.D. Student at UW-Madison| yingfan@cs.wisc.edu

Welcome to my Github: and LinkedIn:

ABOUT

I am a Ph.D. student in Computer Sciences Department at UW-Madison, advised by Prof. Sharon Li.
My research focuses on uncertainty-aware and fast adaptive learning in artificial intelligence.
Recently I am interested in open-world challenges in both supervised learning and reinforcement learning.
Please feel free to contact me (contact info).

CV

EDUCATION

PhD in Computer Sciences
UW-Madison

IN PROGRESS

Bachelor of Science: Data Science
Yuanpei College, Peking University

JULY 2019



PAPERS

Model-based Reinforcement Learning for Continuous Control with Posterior Sampling
Ying Fan, Yifei Ming.

ICML 2021
(Long Talk, Acceptance Ratio: ~3%)

pdf code talk



Detection of Out-of-distribution States in Deep Q Learning Deployment
Ying Fan, Sharon Li.

Under Review

 

Bandit-based Learning for Out-of-distribution Detection
Yifei Ming*, Ying Fan* and Sharon Li. (* indicates equal contribution)

Under Review

 

Efficient Model-Free Reinforcement Learning Using Gaussian Process.
Ying Fan, Letian Chen and Yizhou Wang



AWARDS

Founder Scholarship of Peking University
For outstanding research and study, top 5%

Award for Academic Excellence of Peking University
For outstanding study, top 5%


CONTACT

Email
yingfan@cs.wisc.edu

Address
1210 W. Dayton Street, Room 5390
Madison, WI 53706

Phone
+1 9203508593

SOCIAL LINKS

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