An Action-Level Assistant for Robotic Manipulation: User Experience and Performance

Achieving full autonomy in robotic manipulation tasks in unstructured environments remains challenging despite technological advancements. This paper introduces LOLA, a user-centric framework designed for seamless task creation across various robotic manipulators. A comparative user study with 20 participants revealed that LOLA closely matched user's expectations highlighting its potential for broader application in robotic manipulation.