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arXiv 2610.01939 · cs.CV · 2026-10-01

Fewer Tokens, Better Action: GPT-6 Astra Robot Agents with 14% Higher Success Rate but 65% Fewer Tokens

Ruiyang Si, Jianxin Bi, Shunyu Yang, Rui Ni, Wenbo Huang, Qiang Wang, Shulong Jiang, Yintianrun Zhang and 7 more

DAGroup-PKU

In latest · #115 Added on 2026-10-21

One-line takeaway

Has robot agents compose primitives into locally retried Python cells, raising success while cutting token use.

让机器人 Agent 把动作原语组合成可本地重试的 Python 代码块,成功率更高、token 用量更少。

52HF upvotes
51GitHub stars
5Citations (Semantic Scholar)
58.4Buzz score

Read on arXiv PDF Hugging Face discussion Code Project page

About this data

Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original.

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