arXiv 2610.19366 · cs.AI · 2026-10-14
Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory
Minghao Guo, Qingyue Jiao, Xiujin Liu, Jianhong Pang, Ruimeng Yang, Naihao Xu, Liwei Che, Haochen Xue 等 80 人
Fudan University
在最新榜 #218 本站收录于 2026-10-21
一句话要点
综述多模态智能体记忆机制的演进：从感知、维护到可学习的记忆管理。
A survey of multimodal agent memory, from perceiving and maintaining memories to learned memory-management policies.
阅读 arXiv 原文 PDF Hugging Face 讨论 代码仓库
主题与学科
同主题：多模态
- MJev-Spatial: System One Spatial Intelligence via Native Attention Matching ▲560
- LoopVL: Recurrent Visual Intelligence ▲417
- VideoJev: System One Model for Video Understanding and Interaction ▲375
- S-Space: Exploring Spatial Workspace in Multimodal Language Models ▲270
- UniEvo-VL: An On-policy Self-Distillation Training Recipe for Multimodal Model Self-improvement ▲266
数据说明
元数据来自 arXiv API（已核实）；点赞来自 Hugging Face 每日论文；引用来自 Semantic Scholar。最近刷新 2026-10-22。
要点由本站根据摘要自写，不转载摘要原文，请阅读原文。