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cs.RO2026
Human-as-Humanoid: Enabling Zero-Shot Humanoid Learning from Ego-Exo Human Videos with Human-Aligned Embodiments
Xiaopeng Lin, Ruoqi Yang, Shijie Lian +14
Vision-language-action (VLA) models across robot embodiments require high-quality observation--action supervision to learn deployable action distributions, yet scaling such robot d…
cs.RO2026
CyboRacket: A Perception-to-Action Framework for Humanoid Racket Sports
Peng Ren, Chuan Qi, Haoyang Ge +6
Dynamic ball-interaction tasks remain challenging for robots because they require tight perception-action coupling under limited reaction time. This challenge is especially pronoun…
cs.RO2025
A Preliminary Exploration of the Differences and Conjunction of Traditional PNT and Brain-inspired PNT
Xu He, Xiaolin Meng, Wenxuan Yin +9
Developing universal Positioning, Navigation, and Timing (PNT) is our enduring goal. Today's complex environments demand PNT that is more resilient, energy-efficient and cognitivel…