Tuchel and Me!
I am a four-year Ph.D. student in Apex Lab. at Shanghai Jiao Tong University, supervised by Prof. Weinan Zhang and Prof. Yong Yu. I used to be the group leader of ApexRL, the RL research group of Apex Lab. I am also a member of Wu Wen Jun Honorary Doctoral Plan (吴文俊荣誉博士班), advised by Prof. Cewu Lu. I won ByteDance Scholars Program (字节跳动奖学金) (10 candidates worldwide each year) in 2022. [My Curriculum Vitae] (updated in May. 2023)
My current research interests lie in the general area of reinforcement learning, including imitation learning, offline RL and RL in multi-agent systems. Particularly, I was devoted in utilizing (data-driven) RL methods towards solving real-world decision-making challenges. When I read interesting papers I will write down notes in Chinese at Zhihu, where I have more than 4.4k followers.
Football (soccer), Forward, A fan of Shandong Luneng Taishan, A beginner of football analystics with AI.
- Click [demo-1] and [demo-2] to see some interesting gadgets I’ve made for football analysis during the Sports Analytics Challenge sponsored by PSG.
- Have kept a document called Football-Analytics-101 on football analytics motivated by NBAStuffer-Analytics-101, in order to provide ordered, collected and detailed, information about football (soccer) analytics for research works and interesting stuff.
- Jan. 21, 2023. One paper accepted by ICLR 2023.
- Sept. 15, 2022. Two papers accepted by NeurIPS 2022.
- May. 23, 2022. Won the TOP1 of Ubiquant Retro Snake Challenge. [News]
- May. 15, 2022. One paper accepted by ICML 2022.
- Apr. 21, 2022. Two papers accepted by IJCAI 2022.
- Nov. 18, 2021. Became a small contributor to OpenAI gym :).
- Sept. 29, 2021. One paper accepted by NeurIPS 2021.
- TOP1, Ubiquant Retro Snake Challenge. [News] May. 23, 2022.
- TOP5, Liver Cancer Imaging AI Diagnosis. [Link][News] Apr. 4, 2019.
- TOP10, SCADA Data Missing Repair Competition. [Link][News] Mar. 23, 2019.
- TOP3, Weather Forecast Competition of AI Challenger 2018. [Link][News] Nov. 19, 2018.
Honors and Awards
- ByteDance Scholars Program (字节跳动奖学金), Oct. 2022.
- NeurIPS 2022 Top Reviewer, Oct. 2022.
- National Doctoral Scholarship, Oct. 2022.
- Conference Reviewer: NeurIPS’21’22, ICML’21’22’23, ICLR’23