SaliMory: Orchestrating Cognitive Memory for Conversational Agents

In three linesSaliMory is a training framework for conversational agents with persistent memory. It uses hierarchical cognitive structure (user facts, preferences, working memory) and stage-wise decomposed rewards to supervise memory operations (filtering, consolidation, cue-driven recall). Results: -33% memory-attributed failures, +10% end-to-end accuracy, +100% Good Personalization rate.

Summary generated by Claude — human-verified