Cunxi (Jimmy) Dai

I'm a 2nd-year MSR student at CMU RI advised by Prof. Ralph Hollis, Previous to CMU, I worked with Prof. Zhenzhong Jia, Prof. Mingming Zhang at SUSTech and Prof. Hugh Herr at MIT Media Lab.

I'm interested in robots 🦾 that assist human👫 in all sorts of ways. Currently, I'm focusing on designing algorithms that enable humanoid robots to adapt intelligently to uncertainties during loco-manipulation!

Email  /  CV  /  Google Scholar

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News

  • 🎉2024.10: Paper Selected as Best Papaer Finalist in Mobile manipulation at IROS 2024!
  • 🎉2024.6: Paper accepted to IROS 2024 as Oral Presentation.
  • 🎉2023.8: I will join CMU Robotics Institute as a graduate student!
  • 🎉2023.4: Finished SWheg series robots, marked a mile-stone for a 2-year long project!
  • 🎉2022.5: Finished incredible time at MIT MechE as a special student.
  • 🎉2022.2: Paper selected as Best Paper Finalist at ICARM 2022.

Research

*Equal Contribution

Interactive Navigation with Adaptive Non-prehensile Mobile Manipulation
Cunxi Dai*, Xiaohan Liu*, Koushil Sreenath, Zhongyu Li, Ralph Hollis
in submission to ICRA, 2025
arXiv / webpage

A holistic framework for dynamic interactive navigation that leverages learned representations for rapid adaptation to object dynamics, and utilizes model-based prediction to inform decision-making.

Wallbounce : Push wall to navigate with Contact-Implicit MPC
Xiaohan Liu*, Cunxi Dai*, Roberto Shu, John Z. Zhang, Arun Bishop, Zachary Manchester, Ralph Hollis
in submission to ICRA, 2025
webpage

A bi-level MPC framework that enable non-preodic upper-body contact to achieve more agile locomotion.

Wheelchair Maneuvering with a Single-Spherical-Wheeled Balancing Mobile Manipulator
Cunxi Dai*, Xiaohan Liu*, Roberto Shu, Ralph Hollis
IROS 2024, Oral Presentation
Best Paper Finalist in Mobile Manipulation, IROS 2024
arXiv / YouTube / New Scientist / Video Friday

Wheelchair maneuvering with Ballbot that balance on a single-spherical wheel.

SWheg: A Wheel-Leg Transformable Robot With Minimalist Actuator Realization
Cunxi Dai*, Xiaohan Liu*, Jianxiang Zhou*, Zhengtao Liu, Zhenzhong Jia
in submission to Journal of Field Robotics (JFR)
arXiv / YouTube

Minimalist actuator realization of a wheel-leg transformable robot with tendon-driven transformation wheel module.

Swhegpro: A novel robust wheel-leg transformable robot
Cunxi Dai, Xiaohan Liu, Zhenzhong Jia
ROBIO 2023
Paper / YouTube

Robust design of a wheel-leg transformable robot for high-payload context.

Human-Exoskeleton Misalignment Reduction on Knee Joint via an RPR Mechanism-Based Device
Cunxi Dai, Peiwen Fu, Bin Zhong, Kaiqi Guo, Mingming Zhang
ICARM 2022
Best Paper Finalist, ICARM 2022
Paper / YouTube

Knee joint misalignment reduction with an RPR mechanism-based device.

Selected Projects

Power Management Module and Force-Sensing Tendon for 2-DoF Ankle-Foot Prosthesis
MIT Media Lab, Biomechatronics Lab, 2023

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