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Xiaolong Yu

3 accepted papers

2026

U2E: Uncertainty-Aware Modeling and Uncertainty-Guided Exploration with Deep Ensemble for Quadrupedal Robot

ICRA 2026poster

Reinforcement learning has facilitated agile locomotion in quadrupedal robots. However, most works remain highly dependent on the accuracy of simulation models in describing real-world robot dynamics. Consequently, policy transfer from simulation to hardware is still hindered by the well-known sim-t…

Cited by 0Scholar
2025

Convex Hull-based Algebraic Constraint for Visual Quadric SLAM

IROS 2025

Using Quadrics as the object representation has the benefits of both generality and closed-form projection derivation between image and world spaces. Although numerous constraints have been proposed for dual quadric reconstruction, we found that many of them are imprecise and provide minimal improve

Cited by 0SourcecodeScholar
2025

Motion-Feat: Motion Blur-Aware Local Feature Description for Image Matching

IROS 2025

Local feature description is crucial for robotic tasks, yet existing methods struggle with motion blur, a prevalent challenge in high-dynamic and low-light environments. While effective on sharp images, they suffer significant degradation under blur. To address this issue, we propose Motion-Feat, an

Cited by 0SourcecodeScholar