Agentic Recommender System with Hierarchical Belief-State Memory

Xiang Shen, Yuhang Zhou, Yifan Wu +8

Memory-augmented LLM agents have advanced personalized recommendation, yet existing approaches universally adopt flat memory representations that conflate ephemeral signals with st…