Preference-Driven Active 3D Scene Representation for Robotic Inspection in Nuclear Decommissioning
Active 3D scene representation is pivotal in modern robotics applications, including remote inspection, manipulation, and telepresence. Traditional methods primarily optimize geometric fidelity or rendering accuracy, but often overlook operator-specific objectives, such as safety-critical coverage or task-driven viewpoints.
Evidence notes
- The study proposes a real-time shared-control framework for active 3D scene representation in robotic inspection.
- The work addresses operator-specific objectives such as safety-critical coverage and task-driven viewpoints during inspection, manipulation and telepresence.
- The research is tied to UR3e usage, adding external research coverage beyond company-authored product releases.
Company context
Universal Robots develops collaborative robot arms for flexible automation in industrial and commercial environments.