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cs.RO2026
HP2-SLAM: Adaptive Hybrid ICP for Robust and Efficient LiDAR SLAM
Nam Tran, Thu Tran, Hieu Phan +4
Achieving robustness, accuracy, and efficiency simultaneously remains a central challenge in light detection and ranging (LiDAR) simultaneous localization and mapping (SLAM). While…
cs.RO2026
A Contrastive Fewshot RGBD Traversability Segmentation Framework for Indoor Robotic Navigation
Qiyuan An, Tuan Dang, Fillia Makedon
Indoor traversability segmentation aims to identify safe, navigable free space for autonomous agents, which is critical for robotic navigation. Pure vision-based models often fail…
cs.RO2026
T2Nav Algebraic Topology Aware Temporal Graph Memory and Loop Detection for ZeroShot Visual Navigation
Quang-Anh N. D., Duc Pham, Minh-Anh Nguyen +2
Deploying autonomous agents in real world environments is challenging, particularly for navigation, where systems must adapt to situations they have not encountered before. Traditi…