LLMs Working in Harmony: A Survey on the Technological Aspects of Building Effective LLM-Based Multi Agent Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Aratchige, R. M., Ilmini, W. M. K. S. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs
by: Ye, Rui, et al.
Published: (2025)
by: Ye, Rui, et al.
Published: (2025)
Epistemic Context Learning: Building Trust the Right Way in LLM-Based Multi-Agent Systems
by: Zhou, Ruiwen, et al.
Published: (2026)
by: Zhou, Ruiwen, et al.
Published: (2026)
Agent Primitives: Reusable Latent Building Blocks for Multi-Agent Systems
by: Jin, Haibo, et al.
Published: (2026)
by: Jin, Haibo, et al.
Published: (2026)
Efficient Agents: Building Effective Agents While Reducing Cost
by: Wang, Ningning, et al.
Published: (2025)
by: Wang, Ningning, et al.
Published: (2025)
Self-Resource Allocation in Multi-Agent LLM Systems
by: Amayuelas, Alfonso, et al.
Published: (2025)
by: Amayuelas, Alfonso, et al.
Published: (2025)
UnityMAS-O: A General RL Optimization Framework for LLM-Based Multi-Agent Systems
by: Chen, Yiqun, et al.
Published: (2026)
by: Chen, Yiqun, et al.
Published: (2026)
MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems
by: Ye, Rui, et al.
Published: (2025)
by: Ye, Rui, et al.
Published: (2025)
MARBLE: A Multi-Agent Rule-Based LLM Reasoning Engine for Accident Severity Prediction
by: Qasim, Kaleem Ullah, et al.
Published: (2025)
by: Qasim, Kaleem Ullah, et al.
Published: (2025)
DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration
by: Jia, Zhihao, et al.
Published: (2025)
by: Jia, Zhihao, et al.
Published: (2025)
RCR-Router: Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory
by: Liu, Jun, et al.
Published: (2025)
by: Liu, Jun, et al.
Published: (2025)
Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis?
by: Yuan, Grace Chang, et al.
Published: (2026)
by: Yuan, Grace Chang, et al.
Published: (2026)
Grammar Search for Multi-Agent Systems
by: Singh, Mayank, et al.
Published: (2025)
by: Singh, Mayank, et al.
Published: (2025)
Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation
by: Chen, Nuo, et al.
Published: (2026)
by: Chen, Nuo, et al.
Published: (2026)
From Competition to Coordination: Market Making as a Scalable Framework for Safe and Aligned Multi-Agent LLM Systems
by: Gho, Brendan, et al.
Published: (2025)
by: Gho, Brendan, et al.
Published: (2025)
Large Language Model based Multi-Agents: A Survey of Progress and Challenges
by: Guo, Taicheng, et al.
Published: (2024)
by: Guo, Taicheng, et al.
Published: (2024)
Systematic Failures in Collective Reasoning under Distributed Information in Multi-Agent LLMs
by: Li, Yuxuan, et al.
Published: (2025)
by: Li, Yuxuan, et al.
Published: (2025)
ColorAgent: Building A Robust, Personalized, and Interactive OS Agent
by: Li, Ning, et al.
Published: (2025)
by: Li, Ning, et al.
Published: (2025)
Layered Chain-of-Thought Prompting for Multi-Agent LLM Systems: A Comprehensive Approach to Explainable Large Language Models
by: Sanwal, Manish
Published: (2025)
by: Sanwal, Manish
Published: (2025)
Can LLMs Write Faithfully? An Agent-Based Evaluation of LLM-generated Islamic Content
by: Mushtaq, Abdullah, et al.
Published: (2025)
by: Mushtaq, Abdullah, et al.
Published: (2025)
Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration
by: Li, Yilong, et al.
Published: (2025)
by: Li, Yilong, et al.
Published: (2025)
GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling
by: Zhou, Jialong, et al.
Published: (2025)
by: Zhou, Jialong, et al.
Published: (2025)
SciAgent: A Unified Multi-Agent System for Generalistic Scientific Reasoning
by: Li, Xuchen, et al.
Published: (2025)
by: Li, Xuchen, et al.
Published: (2025)
AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems
by: Zhang, Boxuan, et al.
Published: (2026)
by: Zhang, Boxuan, et al.
Published: (2026)
iMAD: Intelligent Multi-Agent Debate for Efficient and Accurate LLM Inference
by: Fan, Wei, et al.
Published: (2025)
by: Fan, Wei, et al.
Published: (2025)
Adaptive Multi-Agent Response Refinement in Conversational Systems
by: Jeong, Soyeong, et al.
Published: (2025)
by: Jeong, Soyeong, et al.
Published: (2025)
Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems
by: Nakamura, Mason, et al.
Published: (2026)
by: Nakamura, Mason, et al.
Published: (2026)
An Empirical Study of Group Conformity in Multi-Agent Systems
by: Choi, Min, et al.
Published: (2025)
by: Choi, Min, et al.
Published: (2025)
CONSCIENTIA: Can LLM Agents Learn to Strategize? Emergent Deception and Trust in a Multi-Agent NYC Simulation
by: Sinha, Aarush, et al.
Published: (2026)
by: Sinha, Aarush, et al.
Published: (2026)
MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems
by: Ye, Rui, et al.
Published: (2025)
by: Ye, Rui, et al.
Published: (2025)
Learning Latency-Aware Orchestration for Parallel Multi-Agent Systems
by: Shi, Xi, et al.
Published: (2026)
by: Shi, Xi, et al.
Published: (2026)
The Consensus Trap: Rescuing Multi-Agent LLMs from Adversarial Majorities via Token-Level Collaboration
by: Liu, Jiayuan, et al.
Published: (2026)
by: Liu, Jiayuan, et al.
Published: (2026)
Towards a Science of Collective AI: LLM-based Multi-Agent Systems Need a Transition from Blind Trial-and-Error to Rigorous Science
by: Fan, Jingru, et al.
Published: (2026)
by: Fan, Jingru, et al.
Published: (2026)
MAS-ProVe: Understanding the Process Verification of Multi-Agent Systems
by: Venkataramani, Vishal, et al.
Published: (2026)
by: Venkataramani, Vishal, et al.
Published: (2026)
Too Polite to Disagree: Understanding Sycophancy Propagation in Multi-Agent Systems
by: Kasprova, Vira, et al.
Published: (2026)
by: Kasprova, Vira, et al.
Published: (2026)
ResearchCodeAgent: An LLM Multi-Agent System for Automated Codification of Research Methodologies
by: Gandhi, Shubham, et al.
Published: (2025)
by: Gandhi, Shubham, et al.
Published: (2025)
Trust, Lies, and Long Memories: Emergent Social Dynamics and Reputation in Multi-Round Avalon with LLM Agents
by: Ellawela, Suveen
Published: (2026)
by: Ellawela, Suveen
Published: (2026)
Learning to Communicate: Toward End-to-End Optimization of Multi-Agent Language Systems
by: Yu, Ye, et al.
Published: (2026)
by: Yu, Ye, et al.
Published: (2026)
Strategic Persuasion with Trait-Conditioned Multi-Agent Systems for Iterative Legal Argumentation
by: Siedler, Philipp D.
Published: (2026)
by: Siedler, Philipp D.
Published: (2026)
MASPO: Joint Prompt Optimization for LLM-based Multi-Agent Systems
by: Wang, Zhexuan, et al.
Published: (2026)
by: Wang, Zhexuan, et al.
Published: (2026)
An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring
by: Ebrahimi, Sana, et al.
Published: (2025)
by: Ebrahimi, Sana, et al.
Published: (2025)
Similar Items
-
X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs
by: Ye, Rui, et al.
Published: (2025) -
Epistemic Context Learning: Building Trust the Right Way in LLM-Based Multi-Agent Systems
by: Zhou, Ruiwen, et al.
Published: (2026) -
Agent Primitives: Reusable Latent Building Blocks for Multi-Agent Systems
by: Jin, Haibo, et al.
Published: (2026) -
Efficient Agents: Building Effective Agents While Reducing Cost
by: Wang, Ningning, et al.
Published: (2025) -
Self-Resource Allocation in Multi-Agent LLM Systems
by: Amayuelas, Alfonso, et al.
Published: (2025)