RoboSAPIENS will develop the underlying technologies which enable robots to fully autonomously adapt their controllers and configuration settings to accommodate for unknown changes, such as, physical changes in the robots themselves, changes in the robot’s mission or changes in their collaborating environment, while ensuring trustworthiness.