Guanya Shi石冠亚
Assistant Professor · Carnegie Mellon University
I am an Assistant Professor in the Robotics Institute and the School of Computer Science at Carnegie Mellon University. I lead the LeCAR (Learning and Control for Agile Robotics) Lab. I am also an Amazon Scholar in the Frontier AI & Robotics (FAR) team.
I completed my Ph.D. in 2022 from Caltech. I received a B.E. from Tsinghua University in 2017. Before joining CMU in September 2023, I was a postdoc at UW.
Prospective students and collaborators: please read this page.
Research and Publications
My research interests are broadly in the intersection of AI, robotics, and control, spanning the entire spectrum from algorithmic foundations to real-world general-purpose robotic systems such as humanoids. I develop reliable, adaptive, and efficient learning and control methods for generalist robots with agility. See my representative publications and research topics for more details.
Teaching
- 2025 Fall: 16-831 Introduction to Robot Learning, 16-665 Robot Mobility on Air, Land, & Sea (co-teaching)
- 2025 Spring: 16-831 Introduction to Robot Learning
- 2024 Fall: 16-831 Introduction to Robot Learning, 16-665 Robot Mobility on Air, Land, & Sea (co-teaching)
- 2024 Spring: 16-831 Introduction to Robot Learning
- 2023 Fall: 16-665 Robot Mobility on Air, Land, & Sea (co-teaching)
Talk Recordings
- 2026 Summer: Sim2Real Robot Learning: A Holistic Overview (Guest Lecture for Stanford CS224R)
- 2026 Spring: Humanoid Learning from Human Data with Physics Grounding (UCSD, Physical Intelligence)
- 2025 Summer: From Sim2Real 1.0 to 4.0 for Humanoid Whole-Body Control and Loco-Manipulation (ICRA'25 and CVPR'25 workshops, CVPR'25 Robotics 101 Tutorial, Caltech)
- 2025 Spring: Building Generalist Robots with Agility via Learning and Control: Humanoids and Beyond (CMU RI Seminar, Michigan AI Symposium, ETH Zurich Robotics, Vision, and Controls Talks)
- 2024 Fall: Unifying Semantic and Physical Intelligence for Generalist Humanoid Robots (Georgia Tech IRIM Seminar)
- 2023 Fall: New faculty lightning talk at CMU SCS
Misc.
I love playing basketball, soccer, and MOBA games. I also enjoy photography, movies, reading, hiking, skiing, travelling, and cooking.
Here are some photos taken by me
