Fairness Driven Multi-Agent Path Finding Problem Aditi Anand, Dildar Ali, Suman Banerjee arxiv.org/abs/2601.10123 [𝚌𝚜.𝙼𝙰]

When Personas Override Payoffs: Role Identity Bias in Multi-Agent LLM Decision-Making Viswonathan Manoranjan, Snehalkumar `Neil' S. Gaikwad arxiv.org/abs/2601.10102 [𝚌𝚜.𝙼𝙰]

Adaptive Orchestration: Scalable Self-Evolving Multi-Agent Systems Sathish Sampath, Anuradha Baskaran arxiv.org/abs/2601.09742 [𝚌𝚜.𝙼𝙰]

Can Small Agent Collaboration Beat a Single Big LLM? Agata Żywot, Xinyi Chen, Maarten de Rijke arxiv.org/abs/2601.11327 [𝚌𝚜.𝙼𝙰]

Cooperative UAVs for Remote Data Collection under Limited Communications: An Asynchronous Multiagent Learning Framework Cuong Le, Symeon Chatzinotas, Thang X. Vu arxiv.org/abs/2601.10849 [𝚌𝚜.𝙼𝙰]

Rethinking the Value of Multi-Agent Workflow: A Strong Single Agent Baseline Jiawei Xu, Arief Koesdwiady, Sisong Bei, Yan Han, Baixiang Huang, Dakuo Wang, Yutong Chen, Zheshen Wang, Peihao Wang, Pan Li, Ying Ding arxiv.org/abs/2601.12307 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙲𝙻 𝚌𝚜.𝙻𝙶]

OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models Shiyuan Li, Yixin Liu, Yu Zheng, Mei Li, Quoc Viet Hung Nguyen, Shirui Pan arxiv.org/abs/2601.12996 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙻𝙶]

Communication Methods in Multi-Agent Reinforcement Learning Christoph Wittner arxiv.org/abs/2601.12886 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙻𝙶]

The Orchestration of Multi-Agent Systems: Architectures, Protocols, and Enterprise Adoption Apoorva Adimulam, Rajesh Gupta, Sumit Kumar arxiv.org/abs/2601.13671 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸]

Generative AI Agents for Controllable and Protected Content Creation Haris Khan, Sadia Asif arxiv.org/abs/2601.12348 [𝚌𝚜.𝙼𝙰]

A simulation of urban incidents involving pedestrians and vehicles based on Weighted A* Edgar Gonzalez Fernandez arxiv.org/abs/2601.13452 [𝚌𝚜.𝙼𝙰]

Semantic Fusion: Verifiable Alignment in Decentralized Multi-Agent Systems Sofiya Zaichyk arxiv.org/abs/2601.12580 [𝚌𝚜.𝙼𝙰]

Game-Theoretic Lens on LLM-based Multi-Agent Systems Jianing Hao, Han Ding, Yuanjian Xu, Tianze Sun, Ran Chen, Wanbo Zhang, Guang Zhang, Siguang Li arxiv.org/abs/2601.15047 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙶𝚃]

INFA-Guard: Mitigating Malicious Propagation via Infection-Aware Safeguarding in LLM-Based Multi-Agent Systems Yijin Zhou, Xiaoya Lu, Dongrui Liu, Junchi Yan, Jing Shao arxiv.org/abs/2601.14667 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸]

If You Want Coherence, Orchestrate a Team of Rivals: Multi-Agent Models of Organizational Intelligence Gopal Vijayaraghavan, Prasanth Jayachandran, Arun Murthy, Sunil Govindan, Vivek Subramanian arxiv.org/abs/2601.14351 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸]

MARBLE: Multi-Agent Reasoning for Bioinformatics Learning and Evolution Sunghyun Kim, Seokwoo Yun, Youngseo Yun, Youngrak Lee, Sangsoo Lim arxiv.org/abs/2601.14349 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙻𝙶]

Agent Identity URI Scheme: Topology-Independent Naming and Capability-Based Discovery for Multi-Agent Systems Roland R. Rodriguez Jr arxiv.org/abs/2601.14567 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙲𝚁 𝚌𝚜.𝙳𝙲]

Predicting Long-Term Self-Rated Health in Small Areas Using Ordinal Regression and Microsimulation Seán Caulfield Curley, Karl Mason, Patrick Mannion arxiv.org/abs/2601.14335 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙲𝚈]

From Who They Are to How They Act: Behavioral Traits in Generative Agent-Based Models of Social Media Valerio La Gatta, Gian Marco Orlando, Marco Perillo, Ferdinando Tammaro, Vincenzo Moscato arxiv.org/abs/2601.15114 [𝚌𝚜.𝙼𝙰]

From Agent Simulation to Social Simulator: A Comprehensive Review (Part 2) Xiao Xue, Deyu Zhou, Ming Zhang, Xiangning Yu, Fei-Yue Wang arxiv.org/abs/2601.14296 [𝚌𝚜.𝙼𝙰]