Collaborative robots that work in close coordination with humans in the same work environments have the potential to transform processes in many application areas, including manufacturing, health care, and logistics. This talk will provide an overview of our ongoing work in this area and discuss both opportunities and challenges to accelerate research and development in collaborative robotics.