arxivcs.RO2026-07-15
An Empirical Study on Stage-Information Interfaces for VLA Fine-Tuning
One high-level instruction in long-horizon manipulation can cover several action stages. We use segmented action annotations as an intermediate representation between the full-task instruction and VLA action chunks. A progress module tracks the active stage, while the action poli…