Self-Evolving Agents Can Repair Failures but Struggle to Generalize from Them

arXiv:2610.22984 · cs.CL · Submitted 2026-10-16 · Read on arXiv

cs.CL

Submitted: 2026-10-16

Updated: 2026-10-16

Comments: 28 pages, 9 figures, 6 tables. Weixiang Zhao and Yichen Zhang contributed equally

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Self-Evolving Agents — 1× in this paper · explained in 2 episodes

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