Self-Refining Topology Optimization via an LLM-Based Multi-Agent Framework
Fuente:
arXiv
Saved in:
| Main Authors: | Park, Hyunjee, Chung, Hayoung |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Conformity Dynamics in LLM Multi-Agent Systems: The Roles of Topology and Self-Social Weighting
by: Han, Chen, et al.
Published: (2026)
by: Han, Chen, et al.
Published: (2026)
MALBO: Optimizing LLM-Based Multi-Agent Teams via Multi-Objective Bayesian Optimization
by: Sabbatella, Antonio
Published: (2025)
by: Sabbatella, Antonio
Published: (2025)
HyperAgent: Leveraging Hypergraphs for Topology Optimization in Multi-Agent Communication
by: Zhang, Heng, et al.
Published: (2025)
by: Zhang, Heng, et al.
Published: (2025)
Generalized Per-Agent Advantage Estimation for Multi-Agent Policy Optimization
by: Kim, Seongmin, et al.
Published: (2026)
by: Kim, Seongmin, et al.
Published: (2026)
Hierarchical LLM-Based Multi-Agent Framework with Prompt Optimization for Multi-Robot Task Planning
by: Kawabe, Tomoya, et al.
Published: (2026)
by: Kawabe, Tomoya, et al.
Published: (2026)
Swarm Intelligence Enhanced Reasoning: A Density-Driven Framework for LLM-Based Multi-Agent Optimization
by: Zhu, Ying, et al.
Published: (2025)
by: Zhu, Ying, et al.
Published: (2025)
AgenticPrecoding: LLM-Empowered Multi-Agent System for Precoding Optimization
by: Yang, Zijiu, et al.
Published: (2026)
by: Yang, Zijiu, et al.
Published: (2026)
Dynamic Trust-Aware Sparse Communication Topology for LLM-Based Multi-Agent Consensus
by: Gou, Wanshuang, et al.
Published: (2026)
by: Gou, Wanshuang, et al.
Published: (2026)
LLM-ALSO: LLM-Driven Adaptive Learning-Signal Optimization for Multi-Agent Reinforcement Learning
by: Wu, Xiaoguang, et al.
Published: (2026)
by: Wu, Xiaoguang, et al.
Published: (2026)
MetaCogAgent: A Metacognitive Multi-Agent LLM Framework with Self-Aware Task Delegation
by: Wang, Chenyu, et al.
Published: (2026)
by: Wang, Chenyu, et al.
Published: (2026)
Self-Evolving Multi-Agent Systems via Decentralized Memory
by: Hao, Guangya, et al.
Published: (2026)
by: Hao, Guangya, et al.
Published: (2026)
OMAC: A Holistic Optimization Framework for LLM-Based Multi-Agent Collaboration
by: Li, Shijun, et al.
Published: (2025)
by: Li, Shijun, et al.
Published: (2025)
HiveMind: Contribution-Guided Online Prompt Optimization of LLM Multi-Agent Systems
by: Xia, Yihan, et al.
Published: (2025)
by: Xia, Yihan, et al.
Published: (2025)
Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems
by: Li, Tianxiao, et al.
Published: (2026)
by: Li, Tianxiao, et al.
Published: (2026)
AgentConductor: Topology Evolution for Multi-Agent Competition-Level Code Generation
by: Wang, Siyu, et al.
Published: (2026)
by: Wang, Siyu, et al.
Published: (2026)
Agents that Matter: Optimizing Multi-Agent LLMs via Removal-Based Attribution
by: Lu, Mingyu, et al.
Published: (2026)
by: Lu, Mingyu, et al.
Published: (2026)
SAGE: Multi-Agent Self-Evolution for LLM Reasoning
by: Peng, Yulin, et al.
Published: (2026)
by: Peng, Yulin, et al.
Published: (2026)
Governed Collaborative Memory as Artificial Selection in LLM-Based Multi-Agent Systems
by: Cuadros, Diego F., et al.
Published: (2026)
by: Cuadros, Diego F., et al.
Published: (2026)
Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering
by: Shi, Lu, et al.
Published: (2024)
by: Shi, Lu, et al.
Published: (2024)
Multi-Agent LLM Actor-Critic Framework for Social Robot Navigation
by: Wang, Weizheng, et al.
Published: (2025)
by: Wang, Weizheng, et al.
Published: (2025)
Self-Evolving Multi-Agent Framework for Efficient Decision Making in Real-Time Strategy Scenarios
by: Ma, Li, et al.
Published: (2026)
by: Ma, Li, et al.
Published: (2026)
Unifying Temporal and Structural Credit Assignment in LLM-Based Multi-Agent Prompt Optimization
by: Li, Wenwu, et al.
Published: (2026)
by: Li, Wenwu, et al.
Published: (2026)
SCMAPR: Self-Correcting Multi-Agent Prompt Refinement for Complex-Scenario Text-to-Video Generation
by: Yang, Chengyi, et al.
Published: (2026)
by: Yang, Chengyi, et al.
Published: (2026)
HieraMAS: Optimizing Intra-Node LLM Mixtures and Inter-Node Topology for Multi-Agent Systems
by: Yao, Tianjun, et al.
Published: (2026)
by: Yao, Tianjun, et al.
Published: (2026)
Logic-Based Verification of Task Allocation for LLM-Enabled Multi-Agent Manufacturing Systems
by: Lim, Jonghan, et al.
Published: (2026)
by: Lim, Jonghan, et al.
Published: (2026)
Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems
by: Yan, Bingyu, et al.
Published: (2025)
by: Yan, Bingyu, et al.
Published: (2025)
SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology
by: Nie, Zheng, et al.
Published: (2026)
by: Nie, Zheng, et al.
Published: (2026)
ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks
by: Zhou, Heng, et al.
Published: (2025)
by: Zhou, Heng, et al.
Published: (2025)
Self-Organizing Agent Network for LLM-based Workflow Automation
by: Xiong, Yiming, et al.
Published: (2025)
by: Xiong, Yiming, et al.
Published: (2025)
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems
by: Shen, Xu, et al.
Published: (2025)
by: Shen, Xu, et al.
Published: (2025)
Optimizing Sequential Multi-Step Tasks with Parallel LLM Agents
by: Zhang, Enhao, et al.
Published: (2025)
by: Zhang, Enhao, et al.
Published: (2025)
ALAS: Transactional and Dynamic Multi-Agent LLM Planning
by: Geng, Longling, et al.
Published: (2025)
by: Geng, Longling, et al.
Published: (2025)
LLM Harmony: Multi-Agent Communication for Problem Solving
by: Rasal, Sumedh
Published: (2024)
by: Rasal, Sumedh
Published: (2024)
Interactional Fairness in LLM Multi-Agent Systems: An Evaluation Framework
by: Binkyte, Ruta
Published: (2025)
by: Binkyte, Ruta
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)
Network Topology and Information Efficiency of Multi-Agent Systems: Study based on MARL
by: Zhang, Xinren, et al.
Published: (2025)
by: Zhang, Xinren, et al.
Published: (2025)
AutoGenesisAgent: Self-Generating Multi-Agent Systems for Complex Tasks
by: Harper, Jeremy
Published: (2024)
by: Harper, Jeremy
Published: (2024)
Towards Cognitive Synergy in LLM-Based Multi-Agent Systems: Integrating Theory of Mind and Critical Evaluation
by: Kostka, Adam, et al.
Published: (2025)
by: Kostka, Adam, 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)
Foragax: An Agent-Based Modelling Framework Based on JAX
by: Chaturvedi, Siddharth, et al.
Published: (2024)
by: Chaturvedi, Siddharth, et al.
Published: (2024)
Similar Items
-
Conformity Dynamics in LLM Multi-Agent Systems: The Roles of Topology and Self-Social Weighting
by: Han, Chen, et al.
Published: (2026) -
MALBO: Optimizing LLM-Based Multi-Agent Teams via Multi-Objective Bayesian Optimization
by: Sabbatella, Antonio
Published: (2025) -
HyperAgent: Leveraging Hypergraphs for Topology Optimization in Multi-Agent Communication
by: Zhang, Heng, et al.
Published: (2025) -
Generalized Per-Agent Advantage Estimation for Multi-Agent Policy Optimization
by: Kim, Seongmin, et al.
Published: (2026) -
Hierarchical LLM-Based Multi-Agent Framework with Prompt Optimization for Multi-Robot Task Planning
by: Kawabe, Tomoya, et al.
Published: (2026)