In this project I performed independent research in the field of Human-Robot Collaboration. In doing so, I divided the project into two sub-problems: motion segmentation, and motion planning in the presence of a human. I present an effective method for automatic segmentation of human grasping motions as well as a novel cost function that aims to minimize robotic interference to a human collaborator's workspace