D-MEM: Dopamine-Gated Agentic Memory via Reward Prediction Error Routing

Yuru Song, Qi Xin

Autonomous LLM agents require structured long-term memory, yet current "append-and-evolve" systems like A-MEM face O(N^2) write-latency and excessive token costs. We introduce D-ME…