Remembering Is Not Enough: Refining Memories and Learning When to Use Them in Multi-Agent Systems
DiscernMem is proposed, a training-free framework that improves both memory quality and memory use and leads on code generation and symbolic planning across all three systems, including a PDDL score of 37.71 versus 28.48 on CAMEL.
Yi Hao, Yuxuan Cai, Wen-Kai Ji et al.
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