Saved in:
| Main Authors: | Ma, Wenquan, Nan, Jiayan, Wu, Wenlong, Chen, Yize |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2508.03341 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Choosing How to Remember: Adaptive Memory Structures for LLM Agents
by: Lu, Mingfei, et al.
Published: (2026)
by: Lu, Mingfei, et al.
Published: (2026)
Adaptive Memory Admission Control for LLM Agents
by: Zhang, Guilin, et al.
Published: (2026)
by: Zhang, Guilin, et al.
Published: (2026)
Omne-R1: Learning to Reason with Memory for Multi-hop Question Answering
by: Liu, Boyuan, et al.
Published: (2025)
by: Liu, Boyuan, et al.
Published: (2025)
On the Structural Memory of LLM Agents
by: Zeng, Ruihong, et al.
Published: (2024)
by: Zeng, Ruihong, et al.
Published: (2024)
GAM: Hierarchical Graph-based Agentic Memory for LLM Agents
by: Wu, Zhaofen, et al.
Published: (2026)
by: Wu, Zhaofen, et al.
Published: (2026)
AutoAgent: Evolving Cognition and Elastic Memory Orchestration for Adaptive Agents
by: Wang, Xiaoxing, et al.
Published: (2026)
by: Wang, Xiaoxing, et al.
Published: (2026)
Intrinsic Memory Agents: Heterogeneous Multi-Agent LLM Systems through Structured Contextual Memory
by: Yuen, Sizhe, et al.
Published: (2025)
by: Yuen, Sizhe, et al.
Published: (2025)
State Contamination in Memory-Augmented LLM Agents
by: Wang, Yian, et al.
Published: (2026)
by: Wang, Yian, et al.
Published: (2026)
MIRIX: Multi-Agent Memory System for LLM-Based Agents
by: Wang, Yu, et al.
Published: (2025)
by: Wang, Yu, et al.
Published: (2025)
Learn to Memorize: Optimizing LLM-based Agents with Adaptive Memory Framework
by: Zhang, Zeyu, et al.
Published: (2025)
by: Zhang, Zeyu, et al.
Published: (2025)
Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System
by: Li, Yanming, et al.
Published: (2026)
by: Li, Yanming, et al.
Published: (2026)
MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents
by: Tan, Haoran, et al.
Published: (2025)
by: Tan, Haoran, et al.
Published: (2025)
Lightweight LLM Agent Memory with Small Language Models
by: Zhang, Jiaquan, et al.
Published: (2026)
by: Zhang, Jiaquan, et al.
Published: (2026)
Meta-Memory: Retrieving and Integrating Semantic-Spatial Memories for Robot Spatial Reasoning
by: Mao, Yufan, et al.
Published: (2025)
by: Mao, Yufan, et al.
Published: (2025)
What and When to Distill: Selective Hindsight Distillation for Multi-Turn Agents
by: Li, Xiaozhe, et al.
Published: (2026)
by: Li, Xiaozhe, et al.
Published: (2026)
AMA: Adaptive Memory via Multi-Agent Collaboration
by: Huang, Weiquan, et al.
Published: (2026)
by: Huang, Weiquan, et al.
Published: (2026)
Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory
by: Wei, Tianxin, et al.
Published: (2025)
by: Wei, Tianxin, et al.
Published: (2025)
Membox: Weaving Topic Continuity into Long-Range Memory for LLM Agents
by: Tao, Dehao, et al.
Published: (2026)
by: Tao, Dehao, et al.
Published: (2026)
Towards Autonomous Memory Agents
by: Wu, Xinle, et al.
Published: (2026)
by: Wu, Xinle, et al.
Published: (2026)
Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents
by: Pink, Mathis, et al.
Published: (2025)
by: Pink, Mathis, et al.
Published: (2025)
Coarse-to-Fine Grounded Memory for LLM Agent Planning
by: Yang, Wei, et al.
Published: (2025)
by: Yang, Wei, et al.
Published: (2025)
SimpleMem: Efficient Lifelong Memory for LLM Agents
by: Liu, Jiaqi, et al.
Published: (2026)
by: Liu, Jiaqi, et al.
Published: (2026)
Unveiling Privacy Risks in LLM Agent Memory
by: Wang, Bo, et al.
Published: (2025)
by: Wang, Bo, et al.
Published: (2025)
Context Distillation as Latent Memory Management
by: Zheng, Ziyang, et al.
Published: (2026)
by: Zheng, Ziyang, et al.
Published: (2026)
Long Term Memory: The Foundation of AI Self-Evolution
by: Jiang, Xun, et al.
Published: (2024)
by: Jiang, Xun, et al.
Published: (2024)
Governing Evolving Memory in LLM Agents: Risks, Mechanisms, and the Stability and Safety Governed Memory (SSGM) Framework
by: Lam, Chingkwun, et al.
Published: (2026)
by: Lam, Chingkwun, et al.
Published: (2026)
SAM: State-Adaptive Memory for Long-Horizon Reasoning Agent
by: Hu, Yuyang, et al.
Published: (2026)
by: Hu, Yuyang, et al.
Published: (2026)
Belief Memory: Agent Memory Under Partial Observability
by: Liao, Junfeng, et al.
Published: (2026)
by: Liao, Junfeng, et al.
Published: (2026)
Diagnosing Retrieval vs. Utilization Bottlenecks in LLM Agent Memory
by: Yuan, Boqin, et al.
Published: (2026)
by: Yuan, Boqin, et al.
Published: (2026)
Memory for Autonomous LLM Agents:Mechanisms, Evaluation, and Emerging Frontiers
by: Du, Pengfei
Published: (2026)
by: Du, Pengfei
Published: (2026)
Continuum Memory Architectures for Long-Horizon LLM Agents
by: Logan, Joe
Published: (2026)
by: Logan, Joe
Published: (2026)
Mem-$π$: Adaptive Memory through Learning When and What to Generate
by: Wang, Xiaoqiang, et al.
Published: (2026)
by: Wang, Xiaoqiang, et al.
Published: (2026)
What Happens Inside Agent Memory? Circuit Analysis from Emergence to Diagnosis
by: Mao, Xutao, et al.
Published: (2026)
by: Mao, Xutao, et al.
Published: (2026)
MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
by: Yu, Hongli, et al.
Published: (2025)
by: Yu, Hongli, et al.
Published: (2025)
MAGNET: Towards Adaptive GUI Agents with Memory-Driven Knowledge Evolution
by: Sun, Libo, et al.
Published: (2026)
by: Sun, Libo, et al.
Published: (2026)
Meta-Policy Reflexion: Reusable Reflective Memory and Rule Admissibility for Resource-Efficient LLM Agent
by: Wu, Chunlong, et al.
Published: (2025)
by: Wu, Chunlong, et al.
Published: (2025)
Hidden in Memory: Sleeper Memory Poisoning in LLM Agents
by: Pulipaka, Sidharth, et al.
Published: (2026)
by: Pulipaka, Sidharth, et al.
Published: (2026)
Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data
by: Dong, Fengxian, et al.
Published: (2026)
by: Dong, Fengxian, et al.
Published: (2026)
From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms
by: Luo, Jinghao, et al.
Published: (2026)
by: Luo, Jinghao, et al.
Published: (2026)
AUGUSTUS: An LLM-Driven Multimodal Agent System with Contextualized User Memory
by: Jain, Jitesh, et al.
Published: (2025)
by: Jain, Jitesh, et al.
Published: (2025)
Similar Items
-
Choosing How to Remember: Adaptive Memory Structures for LLM Agents
by: Lu, Mingfei, et al.
Published: (2026) -
Adaptive Memory Admission Control for LLM Agents
by: Zhang, Guilin, et al.
Published: (2026) -
Omne-R1: Learning to Reason with Memory for Multi-hop Question Answering
by: Liu, Boyuan, et al.
Published: (2025) -
On the Structural Memory of LLM Agents
by: Zeng, Ruihong, et al.
Published: (2024) -
GAM: Hierarchical Graph-based Agentic Memory for LLM Agents
by: Wu, Zhaofen, et al.
Published: (2026)