Beyond Static Summarization: Proactive Memory Extraction for LLM Agents

Chengyuan Yang, Zequn Sun, Wei Wei +1

Memory management is vital for LLM agents to handle long-term interaction and personalization. Most research focuses on how to organize and use memory summary, but often overlooks…