Project Details
AI empowered general purpose assistive robotiC system for dexterous object manipulation tHrough embodIed teleopeRation and shared cONtrol
Applicant
Professor Jan Reinhard Peters, Ph.D.
Subject Area
Image and Language Processing, Computer Graphics and Visualisation, Human Computer Interaction, Ubiquitous and Wearable Computing
Term
since 2020
Project identifier
Deutsche Forschungsgemeinschaft (DFG) - Project number 442430069
Dexterous manipulation of objects is a core task in robotics. Because of the design complexity needed for robot controllers even for simple manipulation task, robots currently in use are mostly limited to specific tasks within known environment. Within the CHIRON project, we aim to develop an AI empowered general purpose robotic system for dexterous manipulation of complex and unknown objects in rapidly changing, dynamic and unpredictable real-world environments. This will be achieved through intuitive embodied robotic teleoperation under optimized shared-control between the human operator enhanced with an intuitive haptic interface and the robot controller empowered with AI-based vision and learning skills. The privileged use case of such a system is assistance for "stick-to-bed" patients or elders with limited physical ability in their daily life object manipulation tasks, e.g., fetching a bottle of water and pouring it into a glass, through an intuitive and embodied robot tele-operated by themself. Such object manipulations would be otherwise not possible for them.To make possible such an embodied tele-operated robotic system for dexterous manipulation, thus without any assumption about the object to be manipulated and the operating environment, the CHIRON project features unique innovations simultaneously on different AI applied domains: robotics, computer vision and machine learning.
DFG Programme
Research Grants
International Connection
France, Japan
Major Instrumentation
Mobiles 2-händriges Robotersystem
Instrumentation Group
2320 Greif- und Hebewerkzeuge, Verladeeinrichtungen
Partner Organisation
Agence Nationale de la Recherche / The French National Research Agency; Japan Science and Technology Agency
JST
JST
Cooperation Partners
Professor Liming Chen, Ph.D.; Professor Dr. Yasuhisa Hasegawa