Multiagent Systems arXiv

The Provenance Paradox in Multi-Agent LLM Routing: Delegation Contracts and Attested Identity in LDP Sunil Prakash arxiv.org/abs/2603.18043 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸]

A Trace-Based Assurance Framework for Agentic AI Orchestration: Contracts, Testing, and Governance Ciprian Paduraru, Petru-Liviu Bouruc, Alin Stefanescu arxiv.org/abs/2603.18096 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸]

TerraLingua: Emergence and Analysis of Open-endedness in LLM Ecologies Giuseppe Paolo, Jamieson Warner, Hormoz Shahrzad, Babak Hodjat, Risto Miikkulainen, Elliot Meyerson arxiv.org/abs/2603.16910 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸 𝚙𝚑𝚢𝚜𝚒𝚌𝚜.𝚜𝚘𝚌-𝚙𝚑]

Impacts of Electric Vehicle Charging Regimes and Infrastructure Deployments on System Performance: An Agent-Based Study Jiahua Hu, Hai L. Vu, Wynita Griggs, Hao Wang arxiv.org/abs/2603.16961 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙲𝚈 𝚌𝚜.𝚂𝚈 𝚎𝚎𝚜𝚜.𝚂𝚈]

Ablation Study of a Fairness Auditing Agentic System for Bias Mitigation in Early-Onset Colorectal Cancer Detection Amalia Ionescu, Jose Guadalupe Hernandez, Jui-Hsuan Chang, Emily F. Wong, Paul Wang, Jason H. Moore, Tiffani J. Bright arxiv.org/abs/2603.17179 [𝚌𝚜.𝙼𝙰]

Agentic Cognitive Profiling: Realigning Automated Alzheimer's Disease Detection with Clinical Construct Validity Jiawen Kang, Kun Li, Dongrui Han, Jinchao Li, Junan Li, Lingwei Meng, Xixin Wu, Helen Meng arxiv.org/abs/2603.17392 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙸𝚁 𝚚-𝚋𝚒𝚘.𝙽𝙲]

In Trust We Survive: Emergent Trust Learning Qianpu Chen, Giulio Barbero, Mike Preuss, Derya Soydaner arxiv.org/abs/2603.17564 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙻𝙶]

S2Act: Simple Spiking Actor Ugur Akcal, Seung Hyun Kim, Mikihisa Yuasa, Hamid Osooli, Jiarui Sun, Ribhav Sahu, Mattia Gazzola, Huy T. Tran, Girish Chowdhary arxiv.org/abs/2603.15725 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙴𝚃 𝚌𝚜.𝙻𝙶 𝚌𝚜.𝚁𝙾]

Don't Trust Stubborn Neighbors: A Security Framework for Agentic Networks Samira Abedini, Sina Mavali, Lea Schönherr, Martin Pawelczyk, Rebekka Burkholz arxiv.org/abs/2603.15809 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸]

Efficient LLM Serving for Agentic Workflows: A Data Systems Perspective Noppanat Wadlom, Junyi Shen, Yao Lu arxiv.org/abs/2603.16104 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙳𝙱]

Communication-Aware Multi-Agent Reinforcement Learning for Decentralized Cooperative UAV Deployment Enguang Fan, Yifan Chen, Zihan Shan, Matthew Caesar, Jae Kim arxiv.org/abs/2603.16141 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙻𝙶 𝚌𝚜.𝙽𝙸]

CoMAI: A Collaborative Multi-Agent Framework for Robust and Equitable Interview Evaluation Gengxin Sun, Ruihao Yu, Liangyi Yin, Yunqi Yang, Bin Zhang, Zhiwei Xu arxiv.org/abs/2603.16215 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸]

Auditing Cascading Risks in Multi-Agent Systems via Semantic-Geometric Co-evolution Zixun Luo, Yuhang Fan, Hengyu Lin, Yufei Li, Youzhi Zhang arxiv.org/abs/2603.13325 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸]

ClimateAgents: A Multi-Agent Research Assistant for Social-Climate Dynamics Analysis Shan Shan arxiv.org/abs/2603.13840 [𝚌𝚜.𝙼𝙰]

How do Role Models Shape Collective Morality? Exemplar-Driven Moral Learning in Multi-Agent Simulation Junjie Liao, Huacong Tang, Zhou Ziheng, Yizhou Wang, Fangwei Zhong arxiv.org/abs/2603.13876 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙲𝚈]

Beyond Self-Interest: Modeling Social-Oriented Motivation for Human-like Multi-Agent Interactions Jingzhe Lin, Ceyao Zhang, Yaodong Yang, Yizhou Wang, Song-Chun Zhu, Fangwei Zhong arxiv.org/abs/2603.13890 [𝚌𝚜.𝙼𝙰]

A Benchmark for Multi-Party Negotiation Games from Real Negotiation Data Leo Benac, Jonas Raedler, Zilin Ma, Finale Doshi-Velez arxiv.org/abs/2603.14066 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙻𝙶]

Understanding Strategic Platform Entry and Seller Exploration: A Stackelberg Model Garrett Seo, Xintong Wang, David C. Parkes arxiv.org/abs/2603.14206 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙶𝚃]

EcoFair-CH-MARL: Scalable Constrained Hierarchical Multi-Agent RL with Real-Time Emission Budgets and Fairness Guarantees Saad Alqithami arxiv.org/abs/2603.14625 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙻𝙶 𝚌𝚜.𝚂𝚈 𝚎𝚎𝚜𝚜.𝚂𝚈]

Forecast-Aware Cooperative Planning on Temporal Graphs under Stochastic Adversarial Risk Manshi Limbu, Xuan Wang, Gregory J. Stein, Daigo Shishika, Xuesu Xiao arxiv.org/abs/2603.14697 [𝚌𝚜.𝙼𝙰]