Copertina

Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Guo, Taicheng, Chen, Xiuying, Wang, Yaqi, Chang, Ruidi, Pei, Shichao, Chawla, Nitesh V., Wiest, Olaf, Zhang, Xiangliang
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computation and Language Artificial Intelligence Multiagent Systems
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

AutoLLMResearch: Training Research Agents for Automating LLM Experiment Configuration - Learning from Cheap, Optimizing Expensive
di: Guo, Taicheng, et al.
Pubblicazione: (2026)

Multi-User Large Language Model Agents
di: Yang, Shu, et al.
Pubblicazione: (2026)

Emergent Social Intelligence Risks in Generative Multi-Agent Systems
di: Huang, Yue, et al.
Pubblicazione: (2026)

Knowledge Graph Enhanced Language Agents for Recommendation
di: Guo, Taicheng, et al.
Pubblicazione: (2024)

A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application
di: Chen, Shuaihang, et al.
Pubblicazione: (2024)

Debate or Vote: Which Yields Better Decisions in Multi-Agent Large Language Models?
di: Choi, Hyeong Kyu, et al.
Pubblicazione: (2025)

CAF-I: A Collaborative Multi-Agent Framework for Enhanced Irony Detection with Large Language Models
di: Liu, Ziqi., et al.
Pubblicazione: (2025)

AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems
di: Yang, Yingxuan, et al.
Pubblicazione: (2025)

Towards Ethical Multi-Agent Systems of Large Language Models: A Mechanistic Interpretability Perspective
di: Lee, Jae Hee, et al.
Pubblicazione: (2025)

Multi Agent based Medical Assistant for Edge Devices
di: Gawade, Sakharam, et al.
Pubblicazione: (2025)

Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems
di: Yan, Bingyu, et al.
Pubblicazione: (2025)

Modeling Layered Consciousness with Multi-Agent Large Language Models
di: Kim, Sang Hun, et al.
Pubblicazione: (2025)

GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration
di: Li, Xin, et al.
Pubblicazione: (2024)

StoryBox: Collaborative Multi-Agent Simulation for Hybrid Bottom-Up Long-Form Story Generation Using Large Language Models
di: Chen, Zehao, et al.
Pubblicazione: (2025)

Genotype-Conditioned Molecular Generation via Evidence-Grounded Multi-Objective Latent Perturbation in Diffusion Models
di: Nogueira, Brenda, et al.
Pubblicazione: (2026)

SkillMAS: Skill Co-Evolution with LLM-based Multi-Agent System
di: Pan, Shuai, et al.
Pubblicazione: (2026)

MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems
di: Ye, Rui, et al.
Pubblicazione: (2025)

MAS$^2$: Self-Generative, Self-Configuring, Self-Rectifying Multi-Agent Systems
di: Wang, Kun, et al.
Pubblicazione: (2025)

ReactionTeam: Teaming Experts for Divergent Thinking Beyond Typical Reaction Patterns
di: Guo, Taicheng, et al.
Pubblicazione: (2023)

Mitigating Bias in Queer Representation within Large Language Models: A Collaborative Agent Approach
di: Huang, Tianyi, et al.
Pubblicazione: (2024)

Value-Based Large Language Model Agent Simulation for Mutual Evaluation of Trust and Interpersonal Closeness
di: Sakamoto, Yuki, et al.
Pubblicazione: (2025)

Emergent Language: A Survey and Taxonomy
di: Peters, Jannik, et al.
Pubblicazione: (2024)

The Subtle Art of Defection: Understanding Uncooperative Behaviors in LLM based Multi-Agent Systems
di: Kulshreshtha, Devang, et al.
Pubblicazione: (2025)

Preventing Rogue Agents Improves Multi-Agent Collaboration
di: Barbi, Ohav, et al.
Pubblicazione: (2025)

SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents
di: Li, Dawei, et al.
Pubblicazione: (2024)

Anemoi: A Semi-Centralized Multi-agent System Based on Agent-to-Agent Communication MCP server from Coral Protocol
di: Ren, Xinxing, et al.
Pubblicazione: (2025)

LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models
di: Agashe, Saaket, et al.
Pubblicazione: (2023)

Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
di: Yan, Sikuan, et al.
Pubblicazione: (2025)

Specialists or Generalists? Multi-Agent and Single-Agent LLMs for Essay Grading
di: Idowu, Jamiu Adekunle, et al.
Pubblicazione: (2026)

Agents that Matter: Optimizing Multi-Agent LLMs via Removal-Based Attribution
di: Lu, Mingyu, et al.
Pubblicazione: (2026)

Single-Agent LLMs Outperform Multi-Agent Systems on Multi-Hop Reasoning Under Equal Thinking Token Budgets
di: Tran, Dat, et al.
Pubblicazione: (2026)

Adaptive Graph Pruning for Multi-Agent Communication
di: Li, Boyi, et al.
Pubblicazione: (2025)

Courtroom-Style Multi-Agent Debate with Progressive RAG and Role-Switching for Controversial Claim Verification
di: Chowdhury, Masnun Nuha, et al.
Pubblicazione: (2026)

MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate
di: Amayuelas, Alfonso, et al.
Pubblicazione: (2024)

Finding Common Ground: Using Large Language Models to Detect Agreement in Multi-Agent Decision Conferences
di: Heller, Selina, et al.
Pubblicazione: (2025)

Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems
di: Zhang, Shaokun, et al.
Pubblicazione: (2025)

You Only Align Once: Propagating Cooperative Behaviors in Multi-Agent Systems through Seed Agents
di: Hsing, Nicole, et al.
Pubblicazione: (2026)

Towards Self-Improving Error Diagnosis in Multi-Agent Systems
di: Li, Jiazheng, et al.
Pubblicazione: (2026)

Debate-Driven Multi-Agent LLMs for Phishing Email Detection
di: Nguyen, Ngoc Tuong Vy, et al.
Pubblicazione: (2025)

A Survey on AgentOps: Categorization, Challenges, and Future Directions
di: Wang, Zexin, et al.
Pubblicazione: (2025)