Florian T. Pokomy

Partial Caging: A Clearance-Based Definition and Deep Learning

Caging grasps limit the mobility of an object to a bounded component of configuration space. We introduce a notion of partial cage quality based on maximal clearance of an escaping path. As this is a computationally demanding task even in a two-dimensional scenario, we propose a deep learning approa…