PACE: Phase-Progress-Aware Credit for Long-Horizon Embodied Manipulation

Chengye Song, Jiawei Zhang, Rui Song +5

Post-training of vision-language-action (VLA) models typically relies on expert demonstrations and policy interaction trajectories. However, in long-horizon manipulation, a single…