2026
Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation
ICLR 2026poster
Generalization in embodied AI is hindered by the "seeing-to-doing gap", stemming from data scarcity and embodiment heterogeneity. To address this, we pioneer "pointing" as a unified, embodiment-agnostic intermediate representation, defining four core embodied pointing abilities that bridge high-leve…