Peter A. Zachares

Interpreting Contact Interactions to Overcome Failure in Robot Assembly Tasks

A key challenge towards autonomous multi-part object assembly is robust sensorimotor control under uncertainty. In contrast to previous works that rely on a priori knowledge on whether two parts match, we aim to learn this through physical interaction. We propose a hierarchical approach that enables…