Personalizing Long-Term Interactions with LLM-Based Agents
LLMs increasingly serve as the control unit of AI agents. However, current systems struggle to support personalized interactions, as they lack effective mechanisms to remember and reuse user-specific information across sessions. To address this, our research is centered around how memory augmentation and agentic decis...