In this training session on motion planning in Human-Robot Collaboration of the Sharework project, we will review state of the art approaches for robot planning and scheduling, and present advances in the field with great potential to contribute to a widespread uptake of high-payload collaborative industrial robots in assembly shopfloors. As part of the training activity, a hierarchical motion planning framework to plan and execute human-aware movements and research on human motion prediction applicable into robot