Make π0.5 Learn to Call Astra for Reliable Robot Manipulation

Jianli Sun, Chengxiang Li, Yonglin Tian

GPT-6 Astra provides robust embodied reasoning, but frequent external queries increase inference time and token costs. We equip a frozen ${\pi }_{0.5}$ policy with a lightweight CALL he…