Improving Machine Learning-Based Robot Self-Collision Checking with Input Positional Encoding

Bartłomiej Kulecki, Dominik Belter

This manuscript investigates the integration of positional encoding -- a technique widely used in computer graphics -- into the input vector of a binary classification model for se…