Imagen de Portada

MemInsight: Autonomous Memory Augmentation for LLM Agents

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Salama, Rana, Cai, Jason, Yuan, Michelle, Currey, Anna, Sunkara, Monica, Zhang, Yi, Benajiba, Yassine
Formato:	Preprint
Publicado:	2025
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

A Study on Leveraging Search and Self-Feedback for Agent Reasoning
por: K, Karthikeyan, et al.
Publicado: (2025)

TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues
por: Ge, Yubin, et al.
Publicado: (2025)

Inference time LLM alignment in single and multidomain preference spectrum
por: Shahriar, Sadat, et al.
Publicado: (2024)

Towards Effective GenAI Multi-Agent Collaboration: Design and Evaluation for Enterprise Applications
por: Shu, Raphael, et al.
Publicado: (2024)

TA-Mem: Tool-Augmented Autonomous Memory Retrieval for LLM in Long-Term Conversational QA
por: Yuan, Mengwei, et al.
Publicado: (2026)

HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents
por: Zhu, Jinchang, et al.
Publicado: (2026)

ElasticMem: Latent Memory as a Learnable Resource for LLM Agents
por: Feng, Tao, et al.
Publicado: (2026)

AriadneMem: Threading the Maze of Lifelong Memory for LLM Agents
por: Zhu, Wenhui, et al.
Publicado: (2026)

GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations
por: Yang, Jingbo, et al.
Publicado: (2026)

MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents
por: Tan, Haoran, et al.
Publicado: (2025)

MemEmo: Evaluating Emotion in Memory Systems of Agents
por: Liu, Peng, et al.
Publicado: (2026)

ActMem: Bridging the Gap Between Memory Retrieval and Reasoning in LLM Agents
por: Zhang, Xiaohui, et al.
Publicado: (2026)

AdaMem: Adaptive User-Centric Memory for Long-Horizon Dialogue Agents
por: Yan, Shannan, et al.
Publicado: (2026)

MemLong: Memory-Augmented Retrieval for Long Text Modeling
por: Liu, Weijie, et al.
Publicado: (2024)

MemReranker: Reasoning-Aware Reranking for Agent Memory Retrieval
por: Li, Chunyu, et al.
Publicado: (2026)

HaluMem: Evaluating Hallucinations in Memory Systems of Agents
por: Chen, Ding, et al.
Publicado: (2025)

Automated Composition of Agents: A Knapsack Approach for Agentic Component Selection
por: Yuan, Michelle, et al.
Publicado: (2025)

MemGen: Weaving Generative Latent Memory for Self-Evolving Agents
por: Zhang, Guibin, et al.
Publicado: (2025)

Mem-T: Densifying Rewards for Long-Horizon Memory Agents
por: Yue, Yanwei, et al.
Publicado: (2026)

MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents
por: Du, Yiming, et al.
Publicado: (2025)

MemORAI: Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents
por: Van, Hung Pham, et al.
Publicado: (2026)

Optimizing LLM-Based Multi-Agent System with Textual Feedback: A Case Study on Software Development
por: Shen, Ming, et al.
Publicado: (2025)

MemEvolve: Meta-Evolution of Agent Memory Systems
por: Zhang, Guibin, et al.
Publicado: (2025)

DimMem: Dimensional Structuring for Efficient Long-Term Agent Memory
por: Qiu, Wentao, et al.
Publicado: (2026)

MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
por: Yu, Hongli, et al.
Publicado: (2025)

Self-supervised Analogical Learning using Language Models
por: Zhou, Ben, et al.
Publicado: (2025)

Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty
por: Feng, Yu, et al.
Publicado: (2024)

Mem-W: Latent Memory-Native GUI Agents
por: Zhang, Guibin, et al.
Publicado: (2026)

PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents
por: Yang, Ke, et al.
Publicado: (2026)

MT-OSC: Path for LLMs that Get Lost in Multi-Turn Conversation
por: Singh, Jyotika, et al.
Publicado: (2026)

Barriers to Discrete Reasoning with Transformers: A Survey Across Depth, Exactness, and Bandwidth
por: Yuan, Michelle, et al.
Publicado: (2026)

MemCog: From Memory-as-Tool to Memory-as-Cognition in Conversational Agents
por: Li, Zihan, et al.
Publicado: (2026)

G-MemLLM: Gated Latent Memory Augmentation for Long-Context Reasoning in Large Language Models
por: Xu, Xun
Publicado: (2026)

MemDLM: Memory-Enhanced DLM Training
por: Pei, Zehua, et al.
Publicado: (2026)

TiMem: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents
por: Li, Kai, et al.
Publicado: (2026)

O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents
por: Wang, Piaohong, et al.
Publicado: (2025)

MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory
por: Modarressi, Ali, et al.
Publicado: (2024)

ToolMem: Enhancing Multimodal Agents with Learnable Tool Capability Memory
por: Xiao, Yunzhong, et al.
Publicado: (2025)

CERET: Cost-Effective Extrinsic Refinement for Text Generation
por: Cai, Jason, et al.
Publicado: (2024)

LightMem: Lightweight and Efficient Memory-Augmented Generation
por: Fang, Jizhan, et al.
Publicado: (2025)