Cover Image

The Heterogeneous Multi-Agent Challenge

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Dansereau, Charles, Lopez-Yepez, Junior-Samuel, Soma, Karthik, Fagette, Antoine
Format:	Preprint
Published:	2025
Subjects:	Multiagent Systems Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Heterogeneity in Multi-Agent Reinforcement Learning
by: Hu, Tianyi, et al.
Published: (2025)

The Hive Mind is a Single Reinforcement Learning Agent
by: Soma, Karthik, et al.
Published: (2024)

Heterogeneous Consensus-Progressive Reasoning for Efficient Multi-Agent Debate
by: Liu, Yiqing, et al.
Published: (2026)

Achieving Equilibrium under Utility Heterogeneity: An Agent-Attention Framework for Multi-Agent Multi-Objective Reinforcement Learning
by: Li, Zhuhui, et al.
Published: (2025)

LLM Multi-Agent Systems: Challenges and Open Problems
by: Han, Shanshan, et al.
Published: (2024)

Heterogeneous Multi-Agent Modeling for Measurement and Network Analysis of the Data Service Market
by: Zhou, Deyu, et al.
Published: (2026)

Heterogeneous Interaction Modeling With Reduced Accumulated Error for Multi-Agent Trajectory Prediction
by: Chen, Siyuan, et al.
Published: (2024)

S-DAG: A Subject-Based Directed Acyclic Graph for Multi-Agent Heterogeneous Reasoning
by: Dong, Jiangwen, et al.
Published: (2025)

Challenges Faced by Large Language Models in Solving Multi-Agent Flocking
by: Li, Peihan, et al.
Published: (2024)

IndoorWorld: Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment
by: Wu, Dekun, et al.
Published: (2025)

Data-Driven Distributed Common Operational Picture from Heterogeneous Platforms using Multi-Agent Reinforcement Learning
by: Sur, Indranil, et al.
Published: (2024)

A Comprehensive Survey on Multi-Agent Cooperative Decision-Making: Scenarios, Approaches, Challenges and Perspectives
by: Jin, Weiqiang, et al.
Published: (2025)

Scaling Lifelong Multi-Agent Path Finding to More Realistic Settings: Research Challenges and Opportunities
by: Jiang, He, et al.
Published: (2024)

Guided Collaboration in Heterogeneous LLM-Based Multi-Agent Systems via Entropy-Based Understanding Assessment and Experience Retrieval
by: Wang, Linlin, et al.
Published: (2026)

Internet of Agents: Fundamentals, Applications, and Challenges
by: Wang, Yuntao, et al.
Published: (2025)

ROSClaw: A Hierarchical Semantic-Physical Framework for Heterogeneous Multi-Agent Collaboration
by: Zhao, Rongfeng, et al.
Published: (2026)

Scalable Safe Multi-Agent Reinforcement Learning for Multi-Agent System
by: Du, Haikuo, et al.
Published: (2025)

AgentDynEx: Nudging the Mechanics and Dynamics of Multi-Agent Simulations
by: Ma, Jenny, et al.
Published: (2025)

Inverse Attention Agents for Multi-Agent Systems
by: Long, Qian, et al.
Published: (2024)

Single-Agent Scaling Fails Multi-Agent Intelligence: Towards Foundation Models with Native Multi-Agent Intelligence
by: Hu, Shuyue, et al.
Published: (2025)

Integrating LLM in Agent-Based Social Simulation: Opportunities and Challenges
by: Taillandier, Patrick, et al.
Published: (2025)

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

AgentMixer: Multi-Agent Correlated Policy Factorization
by: Li, Zhiyuan, et al.
Published: (2024)

MPAC: A Multi-Principal Agent Coordination Protocol for Interoperable Multi-Agent Collaboration
by: Qian, Kaiyang, et al.
Published: (2026)

AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent
by: Luo, Yinyi, et al.
Published: (2026)

X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs
by: Ye, Rui, et al.
Published: (2025)

Heterogeneous Information-Bottleneck Coordination Graphs for Multi-Agent Reinforcement Learning
by: Duan, Wei, et al.
Published: (2026)

SYMPHONY: Synergistic Multi-agent Planning with Heterogeneous Language Model Assembly
by: Zhu, Wei, et al.
Published: (2026)

Multi-Agent Security Tax: Trading Off Security and Collaboration Capabilities in Multi-Agent Systems
by: Peigne-Lefebvre, Pierre, et al.
Published: (2025)

DataCross: A Unified Benchmark and Agent Framework for Cross-Modal Heterogeneous Data Analysis
by: Qi, Ruyi, et al.
Published: (2026)

Challenges in Credit Assignment for Multi-Agent Reinforcement Learning in Open Agent Systems
by: Abadi, Alireza Saleh, et al.
Published: (2025)

BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems
by: Mehandru, Nikita, et al.
Published: (2025)

Optimizing Agent Collaboration through Heuristic Multi-Agent Planning
by: Soffair, Nitsan
Published: (2023)

Very Large-Scale Multi-Agent Simulation in AgentScope
by: Pan, Xuchen, et al.
Published: (2024)

AgentSchool: An LLM-Powered Multi-Agent Simulation for Education
by: Ye, Yulei, et al.
Published: (2026)

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems
by: Mitra, Chiranjit
Published: (2025)

When Cloud Agents Meet Device Agents: Lessons from Hybrid Multi-Agent Systems
by: Rainone, Corrado, et al.
Published: (2026)

Vulnerable Agent Identification in Large-Scale Multi-Agent Reinforcement Learning
by: Li, Simin, et al.
Published: (2025)

Enforcement Agents: Enhancing Accountability and Resilience in Multi-Agent AI Frameworks
by: Tamang, Sagar, et al.
Published: (2025)

Sentinel Agents for Secure and Trustworthy Agentic AI in Multi-Agent Systems
by: Gosmar, Diego, et al.
Published: (2025)