R^2-Mem: Reflective Experience for Memory Search
Fuente:
arXiv
Guardado en:
| Autores principales: | Wang, Xinyuan, Mao, Wenyu, Wu, Junkang, Wang, Xiang, He, Xiangnan |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Mem-α: Learning Memory Construction via Reinforcement Learning
por: Wang, Yu, et al.
Publicado: (2025)
por: Wang, Yu, et al.
Publicado: (2025)
AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization
por: Wu, Junkang, et al.
Publicado: (2024)
por: Wu, Junkang, et al.
Publicado: (2024)
bi-GRPO: Bidirectional Optimization for Jailbreak Backdoor Injection on LLMs
por: Ji, Wence, et al.
Publicado: (2025)
por: Ji, Wence, et al.
Publicado: (2025)
R$^3$Mem: Bridging Memory Retention and Retrieval via Reversible Compression
por: Wang, Xiaoqiang, et al.
Publicado: (2025)
por: Wang, Xiaoqiang, et al.
Publicado: (2025)
MetaMem: Evolving Meta-Memory for Knowledge Utilization through Self-Reflective Symbolic Optimization
por: Xin, Haidong, et al.
Publicado: (2026)
por: Xin, Haidong, et al.
Publicado: (2026)
LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues
por: Wu, Di, et al.
Publicado: (2026)
por: Wu, Di, et al.
Publicado: (2026)
Larger or Smaller Reward Margins to Select Preferences for Alignment?
por: Huang, Kexin, et al.
Publicado: (2025)
por: Huang, Kexin, et al.
Publicado: (2025)
Text2Mem: A Unified Memory Operation Language for Memory Operating System
por: Wang, Yi, et al.
Publicado: (2025)
por: Wang, Yi, et al.
Publicado: (2025)
Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization
por: Wu, Junkang, et al.
Publicado: (2024)
por: Wu, Junkang, et al.
Publicado: (2024)
MemDLM: Memory-Enhanced DLM Training
por: Pei, Zehua, et al.
Publicado: (2026)
por: Pei, Zehua, et al.
Publicado: (2026)
MemOS: A Memory OS for AI System
por: Li, Zhiyu, et al.
Publicado: (2025)
por: Li, Zhiyu, et al.
Publicado: (2025)
MemEvolve: Meta-Evolution of Agent Memory Systems
por: Zhang, Guibin, et al.
Publicado: (2025)
por: Zhang, Guibin, et al.
Publicado: (2025)
AssoMem: Scalable Memory QA with Multi-Signal Associative Retrieval
por: Zhang, Kai, et al.
Publicado: (2025)
por: Zhang, Kai, et al.
Publicado: (2025)
ToolMem: Enhancing Multimodal Agents with Learnable Tool Capability Memory
por: Xiao, Yunzhong, et al.
Publicado: (2025)
por: Xiao, Yunzhong, et al.
Publicado: (2025)
AllMem: A Memory-centric Recipe for Efficient Long-context Modeling
por: Wang, Ziming, et al.
Publicado: (2026)
por: Wang, Ziming, et al.
Publicado: (2026)
LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
por: Wu, Di, et al.
Publicado: (2024)
por: Wu, Di, et al.
Publicado: (2024)
InfMem: Learning System-2 Memory Control for Long-Context Agent
por: Wang, Xinyu, et al.
Publicado: (2026)
por: Wang, Xinyu, et al.
Publicado: (2026)
PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents
por: Yang, Ke, et al.
Publicado: (2026)
por: Yang, Ke, et al.
Publicado: (2026)
TokMem: One-Token Procedural Memory for Large Language Models
por: Wu, Zijun, et al.
Publicado: (2025)
por: Wu, Zijun, et al.
Publicado: (2025)
DimMem: Dimensional Structuring for Efficient Long-Term Agent Memory
por: Qiu, Wentao, et al.
Publicado: (2026)
por: Qiu, Wentao, et al.
Publicado: (2026)
MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents
por: Du, Yiming, et al.
Publicado: (2025)
por: Du, Yiming, et al.
Publicado: (2025)
DeltaMem: Towards Agentic Memory Management via Reinforcement Learning
por: Zhang, Qi, et al.
Publicado: (2026)
por: Zhang, Qi, et al.
Publicado: (2026)
AnchorMem: Anchored Facts with Associative Contexts for Building Memory in Large Language Models
por: Shen, Zhanyu, et al.
Publicado: (2026)
por: Shen, Zhanyu, et al.
Publicado: (2026)
O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents
por: Wang, Piaohong, et al.
Publicado: (2025)
por: Wang, Piaohong, et al.
Publicado: (2025)
FadeMem: Biologically-Inspired Forgetting for Efficient Agent Memory
por: Wei, Lei, et al.
Publicado: (2026)
por: Wei, Lei, et al.
Publicado: (2026)
Mem-W: Latent Memory-Native GUI Agents
por: Zhang, Guibin, et al.
Publicado: (2026)
por: Zhang, Guibin, et al.
Publicado: (2026)
StratMem-Bench: Evaluating Strategic Memory Use in Virtual Character Conversation Beyond Factual Recall
por: Wu, Yerong, et al.
Publicado: (2026)
por: Wu, Yerong, et al.
Publicado: (2026)
GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations
por: Yang, Jingbo, et al.
Publicado: (2026)
por: Yang, Jingbo, et al.
Publicado: (2026)
Mem-$π$: Adaptive Memory through Learning When and What to Generate
por: Wang, Xiaoqiang, et al.
Publicado: (2026)
por: Wang, Xiaoqiang, et al.
Publicado: (2026)
Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction
por: Huang, Zhaopei, et al.
Publicado: (2025)
por: Huang, Zhaopei, et al.
Publicado: (2025)
MemEmo: Evaluating Emotion in Memory Systems of Agents
por: Liu, Peng, et al.
Publicado: (2026)
por: Liu, Peng, et al.
Publicado: (2026)
HaluMem: Evaluating Hallucinations in Memory Systems of Agents
por: Chen, Ding, et al.
Publicado: (2025)
por: Chen, Ding, et al.
Publicado: (2025)
MemInsight: Autonomous Memory Augmentation for LLM Agents
por: Salama, Rana, et al.
Publicado: (2025)
por: Salama, Rana, et al.
Publicado: (2025)
S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering
por: Su, Encheng, et al.
Publicado: (2026)
por: Su, Encheng, et al.
Publicado: (2026)
EvolMem: A Cognitive-Driven Benchmark for Multi-Session Dialogue Memory
por: Shen, Ye, et al.
Publicado: (2026)
por: Shen, Ye, et al.
Publicado: (2026)
Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management
por: Ma, Weitao, et al.
Publicado: (2026)
por: Ma, Weitao, et al.
Publicado: (2026)
MemRouter: Memory-as-Embedding Routing for Long-Term Conversational Agents
por: Hu, Tianyu, et al.
Publicado: (2026)
por: Hu, Tianyu, et al.
Publicado: (2026)
MemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized Generation
por: Yu, Shuo, et al.
Publicado: (2025)
por: Yu, Shuo, et al.
Publicado: (2025)
LLM-MemCluster: Empowering Large Language Models with Dynamic Memory for Text Clustering
por: Zhu, Yuanjie, et al.
Publicado: (2025)
por: Zhu, Yuanjie, et al.
Publicado: (2025)
AdaMem: Adaptive User-Centric Memory for Long-Horizon Dialogue Agents
por: Yan, Shannan, et al.
Publicado: (2026)
por: Yan, Shannan, et al.
Publicado: (2026)
Ejemplares similares
-
Mem-α: Learning Memory Construction via Reinforcement Learning
por: Wang, Yu, et al.
Publicado: (2025) -
AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization
por: Wu, Junkang, et al.
Publicado: (2024) -
bi-GRPO: Bidirectional Optimization for Jailbreak Backdoor Injection on LLMs
por: Ji, Wence, et al.
Publicado: (2025) -
R$^3$Mem: Bridging Memory Retention and Retrieval via Reversible Compression
por: Wang, Xiaoqiang, et al.
Publicado: (2025) -
MetaMem: Evolving Meta-Memory for Knowledge Utilization through Self-Reflective Symbolic Optimization
por: Xin, Haidong, et al.
Publicado: (2026)