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Learning What to Remember: A Cognitively Grounded Multi-Factor Value Model for Agentic Memory

arXiv cs.AI · 2d ago Cached

Proposes a cognitively grounded multi-factor value function for agentic memory in LLM agents, learning interpretable weights to decide what to encode, forget, and retrieve under memory constraints. Improves gold-evidence retention significantly over similarity-only or recency-based baselines.

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