AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents
AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents [69.4] メモリは過去と未来の重要なネクサスブリッジとして機能する。 自律エージェントに関する最近の研究は、認知神経科学に基づいて効率的な記憶を設計することに集中している。 論文参考訳（メタデータ） (Mon, 29 Dec 2025 10:01:32 GMT)
研究開発が急速に進むMemoryに関するサーベイ、「we first elucidate the definition and function of memory along a progressive trajectory from cognitive neuroscience through LLMs to agents. We then provide a comparative analysis of memory taxonomy, storage mechanisms, and the complete management lifecycle from both biological and artificial perspectives. Subsequently, we review the mainstream benchmarks for evaluating agent memory. Additionally, we explore memory security from dual perspectives of attack and defense. Finally, we envision future research directions, with a focus on multimodal memory systems and skill acquisition」