cs.MA · 2026-08-18 · No. 88

Multiagent Systems, 2026-08-18.

1 new papers in cs.MA. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    VCE-Skill: Enhancing Skill Self-Evolution with Version-Change Experience

    Jianming Chen, Xuanbin Ye, Yawen Wang, Junjie Wang, Qing Wang, Fanjiang XU

    cs.MA · cs.AI

    Agents increasingly rely on reusable skills to encode task knowledge, tool-use procedures, and validation rules. Existing skill self-evolution methods primarily revise skills using execution trajectories collected from current tasks, leaving the evolution knowledge accumulated in public skill version histories largely untapped. Our pilot study reveals a clear complementarity between the two sources: public skill changes provide reusable...

    arxiv.org/abs/2608.16544 · PDF

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