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Zhanqi Xiao

2 accepted papers

2026

RoboPCA: Pose-Centered Affordance Learning from Human Demonstrations for Robot Manipulation

ICRA 2026poster

Understanding spatial affordances---comprising the contact regions of object interaction and the corresponding contact poses---is essential for robots to effectively manipulate objects and accomplish diverse tasks. However, existing spatial affordance prediction methods mainly focus on locating the …

2025

Robotic Programmer: Video Instructed Policy Code Generation for Robotic Manipulation

IROS 2025

Zero-shot generalization across various robots, tasks and environments remains a significant challenge in robotic manipulation. Policy code generation methods use executable code to connect high-level task descriptions and low-level action sequences, leveraging the generalization capabilities of lar

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