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cs.RO2026
Provably Guaranteed Polytopic Uncertainty Quantification for SLAM
Guangyang Zeng, Yulong Gao, Yuan Shen +4
In safety-critical robotics applications, guaranteed and practical uncertainty quantification (UQ) in perception is vital. Many existing works either offer no formal containment gu…
cs.RO2026
Hierarchical Multi-Modal Planning for Fixed-Altitude Sparse Target Search and Sampling
Lingpeng Chen, Yuchen Zheng, Apple Pui-Yi Chui +2
Efficient monitoring of sparse benthic phenomena, such as coral colonies, presents a great challenge for Autonomous Underwater Vehicles. Traditional exhaustive coverage strategies…