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AnyAct: Universal Action for Self-Evolving Agents

Xu, Lingrui et al.
arXiv (All) · Papers
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As large language models (LLMs) advance, AI agents are increasingly deployed in open-world environments to tackle complex sequential tasks (e.g., document processing, cross-application collaboration), relying heavily on actions ranging from GUI operations to semantic APIs. However, three core challe
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