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Zizhe Zhang

4 accepted papers

2026

Flow with the Force Field: Learning 3D Compliant Flow Matching Policies from Force and Demonstration-Guided Simulation Data

ICRA 2026poster

While visuomotor policy has made advancements in recent years, contact-rich tasks still remain a challenge. Robotic manipulation tasks that require continuous contact demand explicit handling of compliance and force. However, most visuomotor policies ignore compliance, overlooking the importance of …

2026

VLMgineer: Vision-Language Models as Robotic Toolsmiths

ICLR 2026poster

Tool design and use reflect the ability to understand and manipulate the physical world through creativity, planning, and foresight. As such, it is often regarded as a measurable indicator of cognitive intelligence across biological species. While much of today’s research on robotics intelligence fo…

Cited by 0SourcecodeScholar
2025

Image-Based Visual Servoing for Enhanced Cooperation of Dual-Arm Manipulation

RA-L 2025

The cooperation of a pair of robot manipulators is required to manipulate a target object without any fixtures. The conventional control methods coordinate the end-effector pose of each manipulator with that of the other using their kinematics and joint coordinate measurements. Yet, the manipulators

Cited by 16SourceScholar