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cs.RO2026

SOLO: Stable Omni-terrain Long-Horizon Perceptive Humanoid Locomotion

Pihai Sun, Gang Han, Jingkai Sun +17

Humans traverse complex terrain over long distances without losing balance, whereas perceptive humanoid policies become fragile as perception and control errors accumulate. We pres…

cs.RO2026

RobotPan: A 360 Surround-View Robotic Vision System for Embodied Perception

Jiahao Ma, Qiang Zhang, Peiran Liu +11

Surround-view perception is increasingly important for robotic navigation and loco-manipulation, especially in human-in-the-loop settings such as teleoperation, data collection, an…

cs.RO2025

Humanoid Occupancy: Enabling A Generalized Multimodal Occupancy Perception System on Humanoid Robots

Wei Cui, Haoyu Wang, Wenkang Qin +19

Humanoid robot technology is advancing rapidly, with manufacturers introducing diverse heterogeneous visual perception modules tailored to specific scenarios. Among various percept…

cs.RO2025

RoboOcc: Enhancing the Geometric and Semantic Scene Understanding for Robots

Zhang Zhang, Qiang Zhang, Wei Cui +7

3D occupancy prediction enables the robots to obtain spatial fine-grained geometry and semantics of the surrounding scene, and has become an essential task for embodied perception.…

cs.RO2025

HumanoidPano: Hybrid Spherical Panoramic-LiDAR Cross-Modal Perception for Humanoid Robots

Qiang Zhang, Zhang Zhang, Wei Cui +13

The perceptual system design for humanoid robots poses unique challenges due to inherent structural constraints that cause severe self-occlusion and limited field-of-view (FOV). We…