Hi, I’m Ziyan Xiong (熊子言), an undergraduate student at the Institute for Interdisciplinary Information Sciences, Tsinghua University (a.k.a. Yao Class, named after Andrew Chi-Chih Yao). I have an upcoming internship at UMass Amherst starting on Dec. 1st, advised by Prof. Chuang Gan.

My research interests lie in the field of robot learning, specifically, I’m dedicated to developing innovative methodologies for efficient robot learning.

I’m currently working on locomotion learning. Previously, I collaborated with Prof. Yang Gao on a project using hierarchy policies with a pre-trained walking policy for multi-agent quadrupedal tasks, and with Prof. Xiaolong Wang on offline-to-online reinforcement learning to solve pick-and-place tasks without learning in simulation. Additionally, I interned at Zhipu AI, working with Dr. Shiyu Huang to develop quadruped robots capable of assisting people through natural language communication.

In my free time, I enjoy landscape photography and film photography, currently using Nikon D810 and Nikon FM.

Feel free to contact me at ziyanx02[at]gmail[dot]com.

News

  • 2024.06:  🎉🎉 Paper MQE: Unleashing the Power of Interaction with Multi-agent Quadruped Environment accepted at IROS 2024.
  • 2023.08:  🎉🎉 Paper Finetuning Offline World Models in the Real World accepted at CoRL 2023.

Publications

IROS 2024
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MQE: Unleashing the Power of Interaction with Multi-agent Quadruped Environment

Ziyan Xiong, Bo Chen, Shiyu Huang, Wei-Wei Tu, Zhaofeng He, Yang Gao

[Website] [Code] [arXiv]

CoRL 2023 Oral
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Finetuning Offline World Models in the Real World

Yunhai Feng*, Nicklas Hansen*, Ziyan Xiong*, Chandramouli Rajagopalan, Xiaolong Wang

[Website] [Code] [arXiv]

Honors and Awards

  • 2023 Comprehensive Excellence Scholarship
  • 2022 School-level Scholarships
  • 2021 School-level Scholarships
  • 2019 First Prize (#15), Chinese Physics Olympiad

Educations

  • 2020.09 - now, Institute for Interdisciplinary Information Sciences, Tsinghua University.

Internships

  • Upcoming, Chuang Lab, UMass Amherst.
  • 2024.04 - 2024.6, Zhipu AI, China.
  • 2023.02 - 2023.08, Wang Group, UC San Diego.