Hao Kong

From Error Accumulation to Error Contraction: Stable Long-Horizon Embodied Manipulation via Primitive-Space Correction

Failures in long-horizon, multi-stage embodied manipulation are often not caused by isolated decision errors, but by the progressive amplification of execution deviations across sequential stages, which ultimately destabilizes the overall process. To address this issue, we investigate the problem from the perspective o...