Just-in-Time Memory: Learning to Curate Task-Adaptive Memory for LLM Agents
Just-in-Time Memory (JitMem) consistently outperforms no-memory agents as well as heuristic and learned write-time memory methods, improving over the strongest baseline by 16.2, 16.3, and 3.9 absolute success-rate points, respectively.
Ye-Fan Zhou, Yang Li, Z. Liu et al.
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