Towards Long-horizon Embodied Agents with Tool-Aligned Vision-Language-Action Models.

arXiv:2605.13119v2 Announce Type: replace-cross Abstract: Vision-language-action (VLA) models are effective robot action executors, but they remain limited on long-horizon tasks due to the dual burden of extended closed-loop planning and diverse physical opera