About Me
I am currently a Robotics Engineer on the Locomotion team at Cyan Robotics, focused on developing and implementing robust control policies for dynamic humanoid robots. My work spans the humanoid behavior foundation model, expressive gait generation, stability optimization, and enabling agile mobility in complex environments. My long-term goal is to leverage large-scale human data to build generalizable robotic systems capable of performing a wide range of human-like skills.
I previously earned my Master’s degree in Mathematics from the University of Cambridge, where I conducted research on meta-learning under the supervision of Professor Mihaela van der Schaar. During my master’s studies, I was also a visiting student at the CaMLSys Lab, working on data selection methods for large language models. Prior to that, I completed a dual Bachelor’s degree in Robotics and Finance at Peking University, where I collaborated with Professor Aming Li on temporal network analysis.
Research Interests
- Robot learning: Humanoid robot learning and control; Scaleble skill learning from scalable data; Perceptive locomotion; Humanoid-human-object interaction
- Machine Learning: meta-learning; network analysis
Projects
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Nov. 2025
This project aims to develop a universal controller for humanoid robots. The controller is designed to map expressive and diverse human motions onto the robot in real-time, enabling it to accurately track desired trajectories while maintaining dynamic balance and resisting external disturbances.
zero-shot motion tracking; goal reaching
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Aug. 2025
Our model successfully implements a single, unified policy to generate a spectrum of emotional walking gaits, demonstrating highly robust performance across all styles.
transition between skills; motion tracking
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Mar. 2025
We developed a unified locomotion controller for the Orca robot that enables walking, standing, and diverse upper-body poses. The robot can resist external forces, traverse uneven grasslands, and climb 30-degree slopes. The system was later enhanced with a running gait, achieving stable operation for over one hour at the Beijing Robot Marathon.
standing; walking; running; upperbody motion
Publications
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Master Essay
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NeurIPS 2024
Wanru Zhao, Hongxiang Fan, Shell Xu Hu, Wangchunshu Zhou, Bofan Chen, Nicholas D. Lane
The Thirty-Eighth Annual Conference on Neural Information Processing Systems
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Phys. Rev. E
Bofan Chen, Guyu Hou, Aming Li*
Physical Review E