Disentangling Long-Term Memory via Latent Neuro-Symbolic Reasoning.

arXiv:2609.18461v2 Announce Type: replace Abstract: Personalized agents are required to reason over long-term history interactions to infer both explicit preferences and implicit behavioral evidence. While early flat retrieval methods score memory fragments in