This Dagstuhl Seminar will study the application of modern Knowledge Representation methods in robotics. An interdisciplinary discussion to establish a roadmap for future collaborations will be held between researchers and practitioners of different domains – Knowledge Graph experts to help applying neuro-symbolic technologies on structured knowledge sources, robotics experts that provide knowledge on robotic infrastructures and task deployment, and Hybrid Intelligence experts to help designing scenarios where robots and humans collaborate in a synergistic, proactive and trustworthy way.