Cover Image

Network Topology and Information Efficiency of Multi-Agent Systems: Study based on MARL

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Xinren, Cheng, Sixi, Zhong, Zixin, Yu, Jiadong
Format:	Preprint
Published:	2025
Subjects:	Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Learning Efficient Communication Protocols for Multi-Agent Reinforcement Learning
by: Zhang, Xinren, et al.
Published: (2025)

YOLO-MARL: You Only LLM Once for Multi-Agent Reinforcement Learning
by: Zhuang, Yuan, et al.
Published: (2024)

RMIO: A Model-Based MARL Framework for Scenarios with Observation Loss in Some Agents
by: Shi, Zifeng, et al.
Published: (2024)

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

BenchMARL: Benchmarking Multi-Agent Reinforcement Learning
by: Bettini, Matteo, et al.
Published: (2023)

HyperMARL: Adaptive Hypernetworks for Multi-Agent RL
by: Tessera, Kale-ab Abebe, et al.
Published: (2024)

Conformity Dynamics in LLM Multi-Agent Systems: The Roles of Topology and Self-Social Weighting
by: Han, Chen, et al.
Published: (2026)

Graph Attention Inference of Network Topology in Multi-Agent Systems
by: Kolli, Akshay, et al.
Published: (2024)

PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication
by: Zhang, Zhuohui, et al.
Published: (2025)

JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
by: Rutherford, Alexander, et al.
Published: (2023)

Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems
by: Suau, Miguel, et al.
Published: (2022)

Data-Driven Cooperative Output Regulation of Continuous-Time Multi-Agent Systems with Unknown Network Topology
by: Ren, Peng, et al.
Published: (2024)

GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network
by: Pan, Yuhao, et al.
Published: (2024)

AgentConductor: Topology Evolution for Multi-Agent Competition-Level Code Generation
by: Wang, Siyu, et al.
Published: (2026)

What Do Agents Communicate? Characterizing Information Exchange in Multi-Agent Systems
by: Chun, Yong Jin, et al.
Published: (2026)

HyperAgent: Leveraging Hypergraphs for Topology Optimization in Multi-Agent Communication
by: Zhang, Heng, et al.
Published: (2025)

A MARL-based Approach for Easing MAS Organization Engineering
by: Soulé, Julien, et al.
Published: (2025)

LLM-Mediated Guidance of MARL Systems
by: Siedler, Philipp D., et al.
Published: (2025)

Predictive Auxiliary Learning for Belief-based Multi-Agent Systems
by: Huang, Qinwei, et al.
Published: (2025)

Tree-based Credit Assignment for Multi-Agent Memory System
by: Mao, Marina, et al.
Published: (2026)

Bridging MARL to SARL: An Order-Independent Multi-Agent Transformer via Latent Consensus
by: Zhao, Zijian, et al.
Published: (2026)

Liquid-Graph Time-Constant Network for Multi-Agent Systems Control
by: Marino, Antonio, et al.
Published: (2024)

Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
by: Zhang, Guibin, et al.
Published: (2024)

OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models
by: Li, Shiyuan, et al.
Published: (2026)

Symphony-Coord: Adaptive Routing for Multi-Agent LLM Systems
by: Guan, Zhaoyang, et al.
Published: (2026)

B2MAPO: A Batch-by-Batch Multi-Agent Policy Optimization to Balance Performance and Efficiency
by: Zhang, Wenjing, et al.
Published: (2024)

Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems
by: Zhang, Zhuohui, et al.
Published: (2024)

AgentWebBench: Benchmarking Multi-Agent Coordination in Agentic Web
by: Zhong, Shanshan, et al.
Published: (2026)

PE-MA: Parameter-Efficient Co-Evolution of Multi-Agent Systems
by: Deng, Yingfan, et al.
Published: (2025)

Effect of Graph Gluing on Consensus in Networked Multi-Agent Systems
by: Moghadam, Rohollah, et al.
Published: (2026)

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)

Remembering the Markov Property in Cooperative MARL
by: Tessera, Kale-ab Abebe, et al.
Published: (2025)

AgentODRL: A Large Language Model-based Multi-agent System for ODRL Generation
by: Zhong, Wanle, et al.
Published: (2025)

JaxMARL-HFT: GPU-Accelerated Large-Scale Multi-Agent Reinforcement Learning for High-Frequency Trading
by: Mohl, Valentin, et al.
Published: (2025)

VIL2C: Value-of-Information Aware Low-Latency Communication for Multi-Agent Reinforcement Learning
by: Zhang, Qian, et al.
Published: (2025)

WMAS: A Multi-Agent System Towards Intelligent and Customized Wireless Networks
by: Peng, Jingchen, et al.
Published: (2025)

Achilles Heel of Distributed Multi-Agent Systems
by: Zhang, Yiting, et al.
Published: (2025)

Replicating the behaviour of electric vehicle drivers using an agent-based reinforcement learning model
by: Feng, Zixin, et al.
Published: (2025)

Subgoal-based Hierarchical Reinforcement Learning for Multi-Agent Collaboration
by: Xu, Cheng, et al.
Published: (2024)

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