MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs
Fuente:
arXiv
Guardado en:
| Autores principales: | Wang, Qian, Wang, Tianyu, Tang, Zhenheng, Li, Qinbin, Chen, Nuo, Liang, Jingsheng, He, Bingsheng |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Exploring LLM Cryptocurrency Trading Through Fact-Subjectivity Aware Reasoning
por: Wang, Qian, et al.
Publicado: (2024)
por: Wang, Qian, et al.
Publicado: (2024)
Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation
por: Chen, Nuo, et al.
Publicado: (2026)
por: Chen, Nuo, et al.
Publicado: (2026)
Is Your LLM-as-a-Recommender Agent Trustable? LLMs' Recommendation is Easily Hacked by Biases (Preferences)
por: Tang, Zichen, et al.
Publicado: (2026)
por: Tang, Zichen, et al.
Publicado: (2026)
HALO: Hierarchical Autonomous Logic-Oriented Orchestration for Multi-Agent LLM Systems
por: Hou, Zhipeng, et al.
Publicado: (2025)
por: Hou, Zhipeng, et al.
Publicado: (2025)
Seeing the Whole Elephant: A Benchmark for Failure Attribution in LLM-based Multi-Agent Systems
por: Chen, Mengzhuo, et al.
Publicado: (2026)
por: Chen, Mengzhuo, et al.
Publicado: (2026)
Conjunctive Prompt Attacks in Multi-Agent LLM Systems
por: Arif, Nokimul Hasan, et al.
Publicado: (2026)
por: Arif, Nokimul Hasan, et al.
Publicado: (2026)
Scaling Teams or Scaling Time? Memory Enabled Lifelong Learning in LLM Multi-Agent Systems
por: Wu, Shanglin, et al.
Publicado: (2026)
por: Wu, Shanglin, et al.
Publicado: (2026)
SoK: Security of Autonomous LLM Agents in Agentic Commerce
por: Mao, Qian'ang, et al.
Publicado: (2026)
por: Mao, Qian'ang, et al.
Publicado: (2026)
Vulnerable Agent Identification in Large-Scale Multi-Agent Reinforcement Learning
por: Li, Simin, et al.
Publicado: (2025)
por: Li, Simin, et al.
Publicado: (2025)
Gradientsys: A Multi-Agent LLM Scheduler with ReAct Orchestration
por: Song, Xinyuan, et al.
Publicado: (2025)
por: Song, Xinyuan, et al.
Publicado: (2025)
AgenticPrecoding: LLM-Empowered Multi-Agent System for Precoding Optimization
por: Yang, Zijiu, et al.
Publicado: (2026)
por: Yang, Zijiu, et al.
Publicado: (2026)
AgentSchool: An LLM-Powered Multi-Agent Simulation for Education
por: Ye, Yulei, et al.
Publicado: (2026)
por: Ye, Yulei, et al.
Publicado: (2026)
Symphony-Coord: Adaptive Routing for Multi-Agent LLM Systems
por: Guan, Zhaoyang, et al.
Publicado: (2026)
por: Guan, Zhaoyang, et al.
Publicado: (2026)
Pancake: Hierarchical Memory System for Multi-Agent LLM Serving
por: Hu, Zhengding, et al.
Publicado: (2026)
por: Hu, Zhengding, et al.
Publicado: (2026)
AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems
por: Yang, Yingxuan, et al.
Publicado: (2025)
por: Yang, Yingxuan, et al.
Publicado: (2025)
FUAS-Agents: Autonomous Multi-Modal LLM Agents for Treatment Planning in Focused Ultrasound Ablation Surgery
por: Zhao, Lina, et al.
Publicado: (2025)
por: Zhao, Lina, et al.
Publicado: (2025)
Holos: A Web-Scale LLM-Based Multi-Agent System for the Agentic Web
por: Nie, Xiaohang, et al.
Publicado: (2026)
por: Nie, Xiaohang, et al.
Publicado: (2026)
MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems
por: Ye, Rui, et al.
Publicado: (2025)
por: Ye, Rui, et al.
Publicado: (2025)
Evolve as a Team: Collaborative Self-Evolution for LLM-based Multi-Agent Systems
por: Hao, Zhezheng, et al.
Publicado: (2026)
por: Hao, Zhezheng, et al.
Publicado: (2026)
Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning
por: Yao, Junchi, et al.
Publicado: (2025)
por: Yao, Junchi, et al.
Publicado: (2025)
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems
por: Shen, Xu, et al.
Publicado: (2025)
por: Shen, Xu, et al.
Publicado: (2025)
Very Large-Scale Multi-Agent Simulation in AgentScope
por: Pan, Xuchen, et al.
Publicado: (2024)
por: Pan, Xuchen, et al.
Publicado: (2024)
Games Agents Play: Towards Transactional Analysis in LLM-based Multi-Agent Systems
por: Zamojska, Monika, et al.
Publicado: (2025)
por: Zamojska, Monika, et al.
Publicado: (2025)
Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances
por: Wu, Yaozu, et al.
Publicado: (2025)
por: Wu, Yaozu, et al.
Publicado: (2025)
Predictive Auxiliary Learning for Belief-based Multi-Agent Systems
por: Huang, Qinwei, et al.
Publicado: (2025)
por: Huang, Qinwei, et al.
Publicado: (2025)
Conformity Dynamics in LLM Multi-Agent Systems: The Roles of Topology and Self-Social Weighting
por: Han, Chen, et al.
Publicado: (2026)
por: Han, Chen, et al.
Publicado: (2026)
MAHL: Multi-Agent LLM-Guided Hierarchical Chiplet Design with Adaptive Debugging
por: Tang, Jinwei, et al.
Publicado: (2025)
por: Tang, Jinwei, et al.
Publicado: (2025)
Inverse Attention Agents for Multi-Agent Systems
por: Long, Qian, et al.
Publicado: (2024)
por: Long, Qian, et al.
Publicado: (2024)
On Implementing Autonomous Supply Chains: a Multi-Agent System Approach
por: Xu, Liming, et al.
Publicado: (2023)
por: Xu, Liming, et al.
Publicado: (2023)
MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems
por: Ye, Rui, et al.
Publicado: (2025)
por: Ye, Rui, et al.
Publicado: (2025)
Tree-based Credit Assignment for Multi-Agent Memory System
por: Mao, Marina, et al.
Publicado: (2026)
por: Mao, Marina, et al.
Publicado: (2026)
Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms
por: Gao, Minghe, et al.
Publicado: (2024)
por: Gao, Minghe, et al.
Publicado: (2024)
MAS-on-the-Fly: Dynamic Adaptation of LLM-based Multi-Agent Systems at Test Time
por: Liu, Guangyi, et al.
Publicado: (2026)
por: Liu, Guangyi, et al.
Publicado: (2026)
Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
por: Zhang, Guibin, et al.
Publicado: (2024)
por: Zhang, Guibin, et al.
Publicado: (2024)
SkillMAS: Skill Co-Evolution with LLM-based Multi-Agent System
por: Pan, Shuai, et al.
Publicado: (2026)
por: Pan, Shuai, et al.
Publicado: (2026)
LLM-based Multi-Agent System for Simulating Strategic and Goal-Oriented Data Marketplaces
por: Sashihara, Jun, et al.
Publicado: (2025)
por: Sashihara, Jun, et al.
Publicado: (2025)
ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks
por: Zhou, Heng, et al.
Publicado: (2025)
por: Zhou, Heng, et al.
Publicado: (2025)
Stop Reducing Responsibility in LLM-Powered Multi-Agent Systems to Local Alignment
por: Hu, Jinwei, et al.
Publicado: (2025)
por: Hu, Jinwei, et al.
Publicado: (2025)
Scaling Behavior of Single LLM-Driven Multi-Agent Systems
por: Li, Jialing, et al.
Publicado: (2026)
por: Li, Jialing, et al.
Publicado: (2026)
HiveMind: Contribution-Guided Online Prompt Optimization of LLM Multi-Agent Systems
por: Xia, Yihan, et al.
Publicado: (2025)
por: Xia, Yihan, et al.
Publicado: (2025)
Ejemplares similares
-
Exploring LLM Cryptocurrency Trading Through Fact-Subjectivity Aware Reasoning
por: Wang, Qian, et al.
Publicado: (2024) -
Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation
por: Chen, Nuo, et al.
Publicado: (2026) -
Is Your LLM-as-a-Recommender Agent Trustable? LLMs' Recommendation is Easily Hacked by Biases (Preferences)
por: Tang, Zichen, et al.
Publicado: (2026) -
HALO: Hierarchical Autonomous Logic-Oriented Orchestration for Multi-Agent LLM Systems
por: Hou, Zhipeng, et al.
Publicado: (2025) -
Seeing the Whole Elephant: A Benchmark for Failure Attribution in LLM-based Multi-Agent Systems
por: Chen, Mengzhuo, et al.
Publicado: (2026)