Tianqi Zhang (张添淇)

I'm Tianqi Zhang, an undergraduate student from Tsinghua University, majoring in Mathematics and Physics & Measurement Control Technology and Instruments. During my studies at Tsinghua University, I have interned in IDLab led by Shengbo Li. I was very fortunate to have the opportunity to go to UC Berkeley for summer research at the end of my junior year, where I was advised by Masayoshi Tomizuka and worked closely with Mingyu Ding.

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Research

Using a robotic arm as the platform, I aim to make robots more practical by developing more robust and secure algorithms. I'm interested in leveraging diffusion models for dense prediction tasks, such as depth estimation, and dense point tracking.

palletization

Physics-Aware Robotic Palletization with Online Masking Inference
Tianqi Zhang, Zheng Wu, Yuxin Chen, Yixiao Wang, Boyuan Liang, Scott Moura, Masayoshi Tomizuka, Mingyu Ding, Wei Zhan
ICRA 2025 (Best Paper Award in Automation)

plo

Predictive Lagrangian Optimization for Constrained Reinforcement Learning
Tianqi Zhang, Puzhen Yuan, Guojian Zhan, Ziyu Lin, Yao Lyu, Zhenzhi Qin, Jingliang Duan, Liping Zhang, Shengbo Eben Li
Under Review

Academic Services

  • Conference Reviewer: CDC 2025