一作ACL 2026Findings· Findings of ACL
From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms
Jinghao Luo · Yuchen Tian · Chuxue Cao · Ziyang Luo · Hongzhan Lin · Kaixin Li · Chuyi Kong · Ruichao Yang · Jing Ma
摘要
Large Language Model (LLM)-based agents have fundamentally reshaped artificial intelligence by integrating external tools and planning capabilities. While memory mechanisms have emerged as the architectural cornerstone of these systems, current research remains fragmented, oscillating between ope...