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arxiv_cs_cl · Nov 7, 2026 · paper
Source brief
Who Remembers What? Multi-Granularity Memory Extraction for Multi-User, Multi-Agent Interaction
arxiv.orgNov 7, 2026
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In brief
Self-evolving agents improve their own skills, memory, and harness code from experience without retraining the base LLM, and group-evolving agents go further by sharing these lessons across agents. Yet most such syste...
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