AECG: Asymmetric Experience Consolidation and Governance In Multi-Agent Systems
Large language model (LLM)-based multi-agent systems increasingly rely on memory to transform execution trajectories into reusable procedural knowledge. Yet repeated retrieval also makes memory errors persistent: memory pollution arises when outdated, weakly supported, or spuriously successful procedures become recurri...
Ao-Li Tian, Jia-Long Liu, Da-Qi Zheng et al.
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