Kunmiao Tian

A Global-Local Graph Attention Network for Deformable Linear Objects Dynamic Interaction With Environment

Accurately modeling the interactions between deformable linear objects (DLOs) and their environments is crucial for active deformation control by robot manipulators. Graph Neural Networks (GNNs) have shown immense potential in the particle-based dynamics of DLOs. However, most existing studies propa