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ANNEAL: Adapting LLM Agents via Governed Symbolic Patch Learning
提出ANNEAL框架，用符号补丁学习让LLM智能体高效自适应新环境，无需微调大模型。
arXiv:2605.16309v1 Announce Type: cross Abstract: LLM-based agents can recover from individual execution errors, yet they repeatedly fail on the same …