Learning to Remember: End-to-End Training of Memory Agents for Long-Context Reasoning

Kehao Zhang, Shangtong Gui, Sheng Yang +2

Long-context LLMs and Retrieval-Augmented Generation defer state tracking and evidence consolidation to query time, which is brittle when facts evolve and answers depend on latent…