Cover Image

ToolMem: Enhancing Multimodal Agents with Learnable Tool Capability Memory

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xiao, Yunzhong, Li, Yangmin, Wang, Hewei, Tang, Yunlong, Wang, Zora Zhiruo
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Agent Workflow Memory
by: Wang, Zora Zhiruo, et al.
Published: (2024)

Benchmarking Failures in Tool-Augmented Language Models
by: Treviño, Eduardo, et al.
Published: (2025)

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

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

MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations
by: Lumer, Elias, et al.
Published: (2025)

Inducing Programmatic Skills for Agentic Tasks
by: Wang, Zora Zhiruo, et al.
Published: (2025)

ECCO: Can We Improve Model-Generated Code Efficiency Without Sacrificing Functional Correctness?
by: Waghjale, Siddhant, et al.
Published: (2024)

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

What Are Tools Anyway? A Survey from the Language Model Perspective
by: Wang, Zhiruo, et al.
Published: (2024)

FadeMem: Biologically-Inspired Forgetting for Efficient Agent Memory
by: Wei, Lei, et al.
Published: (2026)

MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory
by: Guo, Minghao, et al.
Published: (2026)

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

How Do AI Agents Do Human Work? Comparing AI and Human Workflows Across Diverse Occupations
by: Wang, Zora Zhiruo, et al.
Published: (2025)

MemFactory: Unified Inference & Training Framework for Agent Memory
by: Guo, Ziliang, et al.
Published: (2026)

InfMem: Learning System-2 Memory Control for Long-Context Agent
by: Wang, Xinyu, et al.
Published: (2026)

Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents
by: Bei, Yuanchen, et al.
Published: (2026)

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

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

WorldMemArena: Evaluating Multimodal Agent Memory Through Action-World Interaction
by: Liu, Chengzhi, et al.
Published: (2026)

MemReader: From Passive to Active Extraction for Long-Term Agent Memory
by: Kang, Jingyi, et al.
Published: (2026)

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

TeleMem: Building Long-Term and Multimodal Memory for Agentic AI
by: Chen, Chunliang, et al.
Published: (2025)

MemPrivacy: Privacy-Preserving Personalized Memory Management for Edge-Cloud Agents
by: Chen, Yining, et al.
Published: (2026)

Beyond Accuracy: A Cognitive Load Framework for Mapping the Capability Boundaries of Tool-use Agents
by: Wang, Qihao, et al.
Published: (2026)

AgriAgent: Contract-Driven Planning and Capability-Aware Tool Orchestration in Real-World Agriculture
by: Yang, Bo, et al.
Published: (2026)

MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory
by: Zhang, Shengtao, et al.
Published: (2026)

TOOL-ED: Enhancing Empathetic Response Generation with the Tool Calling Capability of LLM
by: Cao, Huiying, et al.
Published: (2024)

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

ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents
by: Liao, Yusheng, et al.
Published: (2024)

Text2Mem: A Unified Memory Operation Language for Memory Operating System
by: Wang, Yi, et al.
Published: (2025)

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

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

BioTool: A Comprehensive Tool-Calling Dataset for Enhancing Biomedical Capabilities of Large Language Models
by: Gao, Xin, et al.
Published: (2026)

TRACER: Verifiable Generative Provenance for Multimodal Tool-Using Agents
by: Yu, Bihui, et al.
Published: (2026)

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

cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree
by: Zhang, Yilin, et al.
Published: (2025)

MemInsight: Autonomous Memory Augmentation for LLM Agents
by: Salama, Rana, et al.
Published: (2025)

Toward Efficient Agents: Memory, Tool learning, and Planning
by: Yang, Xiaofang, et al.
Published: (2026)

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

CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation
by: Huq, Faria, et al.
Published: (2025)