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Shi-Cheng Fan

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#artificial intelligence Preprint Sep 2026

RSIAgent: Autonomous Exploration for Recursive Self-improvement in New Environments

Digital agents must often adapt to new environments whose interfaces, tools, and failure modes are not fully captured by pretrained models. We introduce \textbf{RSIAgent}, a training-free multi-agent framework for recursive self-improvement through autonomous memory construction. RSIAgent coordinates curriculum, actor,...

Sibo Zhu, Shi-Cheng Fan, Xin-Yue Wang et al. · 3 citations

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