Kirill Safronov

Neural Implicit Swept Volume Models for Fast Collision Detection

Collision detection is one of the most time-consuming operations during motion planning. Thus, there is an increasing interest in exploring machine learning techniques to speed up collision detection and sampling-based motion planning. A recent line of research focuses on utilizing neural signed dis…