Image de couverture de livre

MemMachine: A Ground-Truth-Preserving Memory System for Personalized AI Agents

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Shu, Yu, Edwin, Love, Oscar, Zhang, Tom, Wong, Tom, Scargall, Steve, Fan, Charles
Format:	Preprint
Publié:	2026
Sujets:	Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Programming Persistent Memory
par: Scargall, Steve
Publié: (2020)

The Right to Be Remembered: Preserving Maximally Truthful Digital Memory in the Age of AI
par: Zhavoronkov, Alex, et autres
Publié: (2025)

Social Reasoning in Machines: Investigating Collective Truth-Seeking Dynamics in Large Language Model Debate
par: Pecher, Tom
Publié: (2026)

MemCog: From Memory-as-Tool to Memory-as-Cognition in Conversational Agents
par: Li, Zihan, et autres
Publié: (2026)

D-Mem: A Dual-Process Memory System for LLM Agents
par: You, Zhixing, et autres
Publié: (2026)

MemVerse: Multimodal Memory for Lifelong Learning Agents
par: Liu, Junming, et autres
Publié: (2025)

MemRerank: Preference Memory for Personalized Product Reranking
par: Peng, Zhiyuan, et autres
Publié: (2026)

MemPO: Self-Memory Policy Optimization for Long-Horizon Agents
par: Li, Ruoran, et autres
Publié: (2026)

SimpleMem: Efficient Lifelong Memory for LLM Agents
par: Liu, Jiaqi, et autres
Publié: (2026)

CloneMem: Benchmarking Long-Term Memory for AI Clones
par: Hu, Sen, et autres
Publié: (2026)

EgoMem: Lifelong Memory Agent for Full-duplex Omnimodal Models
par: Yao, Yiqun, et autres
Publié: (2025)

Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory
par: Liu, Jiaqi, et autres
Publié: (2026)

EvoMem: Improving Multi-Agent Planning with Dual-Evolving Memory
par: Fan, Wenzhe, et autres
Publié: (2025)

MemR$^3$: Memory Retrieval via Reflective Reasoning for LLM Agents
par: Du, Xingbo, et autres
Publié: (2025)

HiMem: Hierarchical Long-Term Memory for LLM Long-Horizon Agents
par: Zhang, Ningning, et autres
Publié: (2026)

Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
par: Chhikara, Prateek, et autres
Publié: (2025)

SpatialMem: Metric-Aligned Long-Horizon Video Memory for Language Grounding and QA
par: Zheng, Xinyi, et autres
Publié: (2026)

MemAudit: Post-hoc Auditing of Poisoned Agent Memory via Causal Attribution and Structural Anomaly Detection
par: Tan, Zhewen, et autres
Publié: (2026)

SocialMemBench: Are AI Memory Systems Ready for Social Group Settings?
par: Owolabi, Olukunle
Publié: (2026)

MemTrust: A Zero-Trust Architecture for Unified AI Memory System
par: Zhou, Xing, et autres
Publié: (2026)

HiMeS: Hippocampus-inspired Memory System for Personalized AI Assistants
par: Li, Hailong, et autres
Publié: (2026)

MemRouter: Memory-as-Embedding Routing for Long-Term Conversational Agents
par: Hu, Tianyu, et autres
Publié: (2026)

TiMem: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents
par: Li, Kai, et autres
Publié: (2026)

FadeMem: Biologically-Inspired Forgetting for Efficient Agent Memory
par: Wei, Lei, et autres
Publié: (2026)

MemFactory: Unified Inference & Training Framework for Agent Memory
par: Guo, Ziliang, et autres
Publié: (2026)

MemLineage: Lineage-Guided Enforcement for LLM Agent Memory
par: Ouyang, Ciyan, et autres
Publié: (2026)

MemQ: Integrating Q-Learning into Self-Evolving Memory Agents over Provenance DAGs
par: Liao, Junwei, et autres
Publié: (2026)

MemX: A Local-First Long-Term Memory System for AI Assistants
par: Sun, Lizheng
Publié: (2026)

MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution
par: Lin, Minhua, et autres
Publié: (2026)

MemCtrl: Using MLLMs as Active Memory Controllers on Embodied Agents
par: Dorbala, Vishnu Sashank, et autres
Publié: (2026)

MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
par: Zhang, Zeyu, et autres
Publié: (2024)

ES-Mem: Event Segmentation-Based Memory for Long-Term Dialogue Agents
par: Zou, Huhai, et autres
Publié: (2026)

MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
par: Yu, Hongli, et autres
Publié: (2025)

H-Mem: A Novel Memory Mechanism for Evolving and Retrieving Agent Memory via a Hybrid Structure
par: Yu, Jiawei, et autres
Publié: (2026)

MemRec: Collaborative Memory-Augmented Agentic Recommender System
par: Chen, Weixin, et autres
Publié: (2026)

AtomMem : Learnable Dynamic Agentic Memory with Atomic Memory Operation
par: Huo, Yupeng, et autres
Publié: (2026)

MemEngine: A Unified and Modular Library for Developing Advanced Memory of LLM-based Agents
par: Zhang, Zeyu, et autres
Publié: (2025)

MemGround: Long-Term Memory Evaluation Kit for Large Language Models in Gamified Scenarios
par: Ding, Yihang, et autres
Publié: (2026)

MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents
par: Tan, Haoran, et autres
Publié: (2025)

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
par: Zhang, Haozhen, et autres
Publié: (2026)