Imagen de Portada

Know the Ropes: A Heuristic Strategy for LLM-based Multi-Agent System Design

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Li, Zhenkun, Li, Lingyao, Lin, Shuhang, Zhang, Yongfeng
Formato:	Preprint
Publicado:	2025
Materias:	Artificial Intelligence Multiagent Systems
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

PartnerMAS: An LLM Hierarchical Multi-Agent Framework for Business Partner Selection on High-Dimensional Features
por: Li, Lingyao, et al.
Publicado: (2025)

Can LLM Agents Really Debate? A Controlled Study of Multi-Agent Debate in Logical Reasoning
por: Wu, Haolun, et al.
Publicado: (2025)

SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication
por: Zhang, Ruijia, et al.
Publicado: (2025)

Optimizing Agent Collaboration through Heuristic Multi-Agent Planning
por: Soffair, Nitsan
Publicado: (2023)

Evolve as a Team: Collaborative Self-Evolution for LLM-based Multi-Agent Systems
por: Hao, Zhezheng, et al.
Publicado: (2026)

MAS-on-the-Fly: Dynamic Adaptation of LLM-based Multi-Agent Systems at Test Time
por: Liu, Guangyi, et al.
Publicado: (2026)

Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems
por: Wu, Yutong, et al.
Publicado: (2025)

Games Agents Play: Towards Transactional Analysis in LLM-based Multi-Agent Systems
por: Zamojska, Monika, et al.
Publicado: (2025)

Risk Analysis Techniques for Governed LLM-based Multi-Agent Systems
por: Reid, Alistair, et al.
Publicado: (2025)

LLM Multi-Agent Systems: Challenges and Open Problems
por: Han, Shanshan, et al.
Publicado: (2024)

Scaling Multi-Agent Epistemic Planning through GNN-Derived Heuristics
por: Briglia, Giovanni, et al.
Publicado: (2025)

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems
por: Cho, Young-Min, et al.
Publicado: (2025)

Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture
por: Han, Bochen, et al.
Publicado: (2025)

AgentSchool: An LLM-Powered Multi-Agent Simulation for Education
por: Ye, Yulei, et al.
Publicado: (2026)

Position: Towards a Responsible LLM-empowered Multi-Agent Systems
por: Hu, Jinwei, et al.
Publicado: (2025)

AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent
por: Luo, Yinyi, et al.
Publicado: (2026)

Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems
por: Shen, Xu, et al.
Publicado: (2025)

Holos: A Web-Scale LLM-Based Multi-Agent System for the Agentic Web
por: Nie, Xiaohang, et al.
Publicado: (2026)

Auditing Cascading Risks in Multi-Agent Systems via Semantic-Geometric Co-evolution
por: Luo, Zixun, et al.
Publicado: (2026)

Insider Attacks in Multi-Agent LLM Consensus Systems
por: Sun, Xiaolin, et al.
Publicado: (2026)

Conjunctive Prompt Attacks in Multi-Agent LLM Systems
por: Arif, Nokimul Hasan, et al.
Publicado: (2026)

TrustAgent: Towards Safe and Trustworthy LLM-based Agents
por: Hua, Wenyue, et al.
Publicado: (2024)

Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems
por: Wang, Haochun, et al.
Publicado: (2025)

Inverse Attention Agents for Multi-Agent Systems
por: Long, Qian, et al.
Publicado: (2024)

When Single-Agent with Skills Replace Multi-Agent Systems and When They Fail
por: Li, Xiaoxiao
Publicado: (2026)

Grid-Agent: An LLM-Powered Multi-Agent System for Power Grid Control
por: Zhang, Yan, et al.
Publicado: (2025)

BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis
por: Lin, Shuhang, et al.
Publicado: (2024)

LLM Enabled Multi-Agent System for 6G Networks: Framework and Method of Dual-Loop Edge-Terminal Collaboration
por: Qu, Zheyan, et al.
Publicado: (2025)

GoAgent: Group-of-Agents Communication Topology Generation for LLM-based Multi-Agent Systems
por: Chen, Hongjiang, et al.
Publicado: (2026)

MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems
por: Chen, Kai, et al.
Publicado: (2025)

TAMAS: Benchmarking Adversarial Risks in Multi-Agent LLM Systems
por: Kavathekar, Ishan, et al.
Publicado: (2025)

Interactional Fairness in LLM Multi-Agent Systems: An Evaluation Framework
por: Binkyte, Ruta
Publicado: (2025)

Silo-Bench: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems
por: Zhang, Yuzhe, et al.
Publicado: (2026)

Who's the Mole? Modeling and Detecting Intention-Hiding Malicious Agents in LLM-Based Multi-Agent Systems
por: Xie, Yizhe, et al.
Publicado: (2025)

KIMAs: A Configurable Knowledge Integrated Multi-Agent System
por: Li, Zitao, et al.
Publicado: (2025)

Mesh Memory Protocol: Semantic Infrastructure for Multi-Agent LLM Systems
por: Xu, Hongwei
Publicado: (2026)

Aligned Agents, Biased Swarm: Measuring Bias Amplification in Multi-Agent Systems
por: Li, Keyu, et al.
Publicado: (2026)

A Vision for Access Control in LLM-based Agent Systems
por: Li, Xinfeng, et al.
Publicado: (2025)

Unifying Temporal and Structural Credit Assignment in LLM-Based Multi-Agent Prompt Optimization
por: Li, Wenwu, et al.
Publicado: (2026)

LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer
por: Zahedifar, Rasoul, et al.
Publicado: (2025)