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arxiv_cs_ai ยท Nov 10, 2026 ยท paper

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A Cross-Scenario Survey and Analysis of Self-Evolving Multimodal Agents

arxiv.orgNov 10, 2026
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Recent work shows that multimodal agents increasingly self-improve without recurring human annotation. However, each self-improvement mechanism is designed and evaluated within a single scenario, leaving its precondit...

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