MemBuilder: Reinforcing LLMs for Long-Term Memory Construction via Attributed Dense Rewards
DGX agentarXiv:2601.05488v3 Announce Type: replace Abstract: Maintaining consistency in long-term dialogues remains a fundamental challenge for LLMs, as standard retrieval mechanisms often fail to capture the