Max Robotics — Global Service Robot Directory + US Certification

About

Rosanna Heise is a pioneering researcher in human-robot interaction and machine learning, best known for her groundbreaking work on **programming by example**—a paradigm that allows users to teach robots new tasks through demonstration rather than traditional coding. Her 1989 thesis, *"Demonstration Instead of Programming: Focussing Attention in Robot Task Acquisition"* (25 citations), introduced **ETAR** (Example-based Task Acquisition in Robots), a system that proved robots could construct new programs simply by being led through actions. This work, further detailed in her 1993 article *"Programming Robots by Example"* (17 citations), aimed to make robotics accessible to non-experts, embodying what she called "the human face of AI." Heise also contributed to motion interpolation with her tutorial on **quaternions** (12 citations), providing a clear mathematical framework for smoothly rotating robot end effectors. Her kinematic analysis of the **Excalibur** manipulator (3 citations) offered practical solutions for six-joint robots with forearm rotation. Though her citation counts are modest, Heise’s vision of intuitive, example-based robot programming was ahead of its time, laying conceptual groundwork for modern imitation learning and human-robot collaboration.