The Retriever Should Remember: Experience-Amortized Reranking for Long-Term Agent Memory

Qi Feng, Chris Ding, Jicong Fan

Long-term language-model agents accumulate memories across interactions, but their retrievers typically do not accumulate retrieval experience. Semantic retrieval is efficient, but…