Ph.D. student, PARNEC Group Department of Computer Science and Technology Nanjing University of Aeronautics and Astronautics Supervisor: Prof. Xiaoyang Tan e-mail:email@example.com
I'm a fourth year Ph.D. student of Department of Computer Science and Technology in Nanjing University of Aeronautics and Astronautics and a member of PARNEC Group.
Before my Ph.D. career, I received my M.Sc. degree in Computer Science and Technology in June 2017 from Nanjing University of Aeronautics and Astronautics.
My research interests include: Reinforcement Learning and Machine Learning. Currently, I'm focused on:
Fast and sample-efficient reinforcement learning.
Multi-agent reinforcement learning
Theory analysis for reinforcement learning
Yuhui Wang , Hao He, Xiaoyang Tan, Yaozhong Gan. Trust Region-Guided Proximal Policy Optimization. Conference on Neural Information Processing Systems (NeurIPS), 2019.
Yuhui Wang ,HaoHe, Xiaoyang Tan. Truly Proximal Policy Optimization. Conference on Uncertainty in Artificial Intelligence (UAI), 2019. (Oral, rate :7%)
Chao Wen, Xinghu Yao, Yuhui Wang , Xiaoyang Tan. SMIX(λ) : Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning. National Conference on Artificial Intelligence (AAAI), 2020.
Yuhui Wang , Hao He, Xiaoyang Tan. Robust Reinforcement Learning in POMDPs with Incomplete and Noisy Observations. In preparation. 2020.
Xin Jin, Yuhui Wang , Xiaoyang Tan. Pornographic Image Recognition via Weighted Multiple Instance Learning. IEEE Transactions on Cybernetics, 2018
Contests & Awards
Suzhou Industrial Park Scholarship, 2019
NeurIPS Student Travel Grant, 2019
UAI Student Travel Grant, 2019
The 7th National Information Technology Application Competition, Grand Prize, 2013.
The 6th Chinese University Student Computer Design Competition, Second Prize, 2013.
Yuhui Wang, Department of Computer Science and technology
Nanjing University of Aeronautics and Astronautics
Nanjing 211106, China
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