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arXiv 2609.35690 · cs.RO · 2026-09-28

Agent Priors-guided Policy Learning

Puming Jiang, Tianrun Hu, Haozhe Du, Yibo Li, Zhiwei Xue, Xinhu Li, Harold Soh

National University of Singapore

In latest · #185 Added on 2026-10-21

One-line takeaway

Exposes each skill policy's structural prior to the agent so few-shot robots generalise both compositionally and per skill.

把每个技能策略的结构先验纳入 Agent 的技能接口,让少样本机器人同时做到组合泛化和技能泛化。

87HF upvotes
5GitHub stars
1Citations (Semantic Scholar)
53.7Buzz score

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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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