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20242026
most citedCrowd-Sourced NeRF: Collecting Data from Production Vehicles for 3D Street View Reconstruction

13 citations · 20 across the 10 of their papers we have counts for

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cs.RO2026

AgenticNav: Zero-Shot Vision-and-Language Navigation as a Tool-Calling Harness

Yijian Li, Changze Li, Han Zheng +5

Zero-shot vision-and-language navigation in continuous environments (VLN-CE) has recently become feasible with large vision-language models (VLMs). Existing methods typically rely…

cs.RO2026

VLN-AVP: Zero-Shot Vision-Language Navigation with Hybrid Long-Short-Term Memory for Autonomous Valet Parking

Yijian Li, Xiangru Mu, Changze Li +7

Existing methods in Autonomous Valet Parking (AVP) typically rely on pre-built maps, which severely restricts their scalability to unseen environments and open-vocabulary targets.…

cs.RO2026

SCAN-Planner: Spatial Collision-Aware Local Planning for Route-Guided Long-Range Quadruped Navigation

Han Zheng, Zhe Chen, Yiwen Fu +2

Quadruped robots are increasingly expected to navigate through narrow passages, cluttered indoor scenes, and large-scale 3D unstructured environments. Existing local planners commo…

cs.RO2026

Elevator-LIO: Robust LiDAR-Inertial Odometry for Multi-Floor Navigation under Elevator-Induced Non-Inertial Motion

Yifan Zhang, Yudong Huang, Yuchong Zhang +4

This paper presents Elevator-LIO, a LiDAR-inertial odometry framework designed to achieve continuous robot localization during elevator travel, thereby supporting cross-floor robot…

cs.RO2026

TravExplorer: Cross-Floor Embodied Exploration via Traversability-Aware 3-D Planning

Han Zheng, Zhe Chen, Yudong Huang +4

Zero-shot Object Navigation (ZSON) has shown promise for open-vocabulary target search in unseen environments, yet most existing systems remain tied to planar representations and s…

cs.RO2025

MultiPark: Multimodal Parking Transformer with Next-Segment Prediction

Han Zheng, Zikang Zhou, Guli Zhang +6

Parking accurately and safely in highly constrained spaces remains a critical challenge. Unlike structured driving environments, parking requires executing complex maneuvers such a…

cs.RO2025

Embodied Escaping: End-to-End Reinforcement Learning for Robot Navigation in Narrow Environment

Han Zheng, Jiale Zhang, Mingyang Jiang +4

Autonomous navigation is a fundamental task for robot vacuum cleaners in indoor environments. Since their core function is to clean entire areas, robots inevitably encounter dead z…

cs.RO2025

RL-OGM-Parking: Lidar OGM-Based Hybrid Reinforcement Learning Planner for Autonomous Parking

Zhitao Wang, Zhe Chen, Mingyang Jiang +2

Autonomous parking has become a critical application in automatic driving research and development. Parking operations often suffer from limited space and complex environments, req…