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20242026
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cs.RO2026

MS-MEM: Multi-Skill Manipulation-Enhanced Mapping via Uncertainty- and Disturbance-Aware Action Selection

Yitian Shi, Jesper Mücke, Nils Dengler +3

Accurate scene understanding in confined, cluttered spaces such as shelves is essential for service robots, as many everyday tasks require them to locate and retrieve objects relia…

cs.RO2026

Semantic- and Density-Aware Planning for Accessibility-Preserving Multi-Object Placement

Benno Wingender, Nils Dengler, Nicolas Busch +2

Long-term manipulation planning requires robots to reason not only about immediate task success but also about how current decisions affect future interactions with the environment…

cs.RO2026

RHINO-AR: An Augmented Reality Exhibit for Teaching Mobile Robotics Concepts in Museums

Nils Dengler, Tim Graf, Leif Van Holland +3

We present RHINO-AR, an interactive Augmented Reality (AR) museum exhibit that reintroduces the historical mobile robot RHINO into its original exhibition environment at the Deutsc…

cs.RO2026

Interpreting Context-Aware Human Preferences for Multi-Objective Robot Navigation

Tharun Sethuraman, Subham Agrawal, Nils Dengler +3

Robots operating in human-shared environments must not only achieve task-level navigation objectives such as safety and efficiency, but also adapt their behavior to human preferenc…

cs.RO2026

Efficient Trajectory Optimization for Autonomous Racing via Formula-1 Data-Driven Initialization

Samir Shehadeh, Lukas Kutsch, Nils Dengler +2

Trajectory optimization is a central component of fast and efficient autonomous racing. However practical optimization pipelines remain highly sensitive to initialization and may c…

cs.RO2025

A Robust Placeability Metric for Model-Free Unified Pick-and-Place Reasoning

Benno Wingender, Nils Dengler, Rohit Menon +2

Reliable manipulation of previously unseen objects remains a fundamental challenge for autonomous robotic systems operating in unstructured environments. In particular, robust pick…