ROAM: Robust Organization of Atomic Memories for Agents through Semantic Relations
Long-term language-model agents rely on external memory across interactions. Atomic memories are particularly useful: their fine-grained semantic boundaries enable precise retrieval and direct comparison between observations. Yet accumulating atoms inevitably become redundant, overlapping, or conflicting. Existing meth...
Jianjie Zheng, Peng Lai, Sijie Cheng et al.
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