Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction

Muzhao Tian, Zisu Huang, Xiaohua Wang +8

As LLM-based agents are increasingly used in long-term interactions, cumulative memory is critical for enabling personalization and maintaining stylistic consistency. However, most…