3 papers
cs.RO2025
Language-Guided Long Horizon Manipulation with LLM-based Planning and Visual Perception
Changshi Zhou, Haichuan Xu, Ningquan Gu +7
Language-guided long-horizon manipulation of deformable objects presents significant challenges due to high degrees of freedom, complex dynamics, and the need for accurate vision-l…
cs.RO2025
Learning Efficient Robotic Garment Manipulation with Standardization
Changshi Zhou, Feng Luan, Jiarui Hu +5
Garment manipulation is a significant challenge for robots due to the complex dynamics and potential self-occlusion of garments. Most existing methods of efficient garment unfoldin…
cs.RO2025
SSFold: Learning to Fold Arbitrary Crumpled Cloth Using Graph Dynamics from Human Demonstration
Changshi Zhou, Haichuan Xu, Jiarui Hu +5
Robotic cloth manipulation faces challenges due to the fabric's complex dynamics and the high dimensionality of configuration spaces. Previous methods have largely focused on isola…