MEMO: Multimodal Evidence Memory Organization for Long-Horizon LLM Agents
Long-running LLM agents rely on external memory to store and reuse information beyond a single context window, yet there is a fundamental tension between the continuous accumulation of interaction trajectories and the limited context capacity. The key challenge in agent memory is therefore not only to retrieve relevant...
Xian Gao, Jin-Peng Wang, Jiacheng Ruan et al.
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