Multiagent Systems Papers

New Multiagent Systems papers from multiagent systems, distributed AI. Thank you to arXiv for use of its open access interoperability.

[Multiagent Systems Papers @PIN]

Discovering Efficient and Explainable Communication Topologies for LLM-based Multi-Agent Systems via Causal Inference

Junzhi Li, Peng He, Qirui Ji, Wei Wang, Lixiang Liu, Chuxiong Sun
https://t.co/bHX0g9U89K [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸]
💬Submitted to AAAI 2027

[Multiagent Systems Papers @PIN]

Do LLMs Beat Nash? Testing Decentralized Coordination in Self-Play Multi-Agent Games

Deborah Sinishaw, Qile Zhu, Edwin Meriaux, Gregory Dudek
https://t.co/58NSlyPBTb [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝚁𝙾]
💬Submitted to the 2026 IEEE MIT Undergraduate Research Technology Conference (URTC)

[Multiagent Systems Papers @PIN]

Entropy-Augmented Multi-Objective Policy Optimization in Multiagent Systems

Jamie Santos, Ayhan Alp Aydeniz, Raghav Thakar, Kagan Tumer
https://t.co/mfOdchHhJz [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝚁𝙾]

[Multiagent Systems Papers @PIN]

Rethinking Agent Security as a Networking Problem

Van Tran, Taveesh Sharma, Tajveer Singh Dhesi, Nick Feamster
https://t.co/P1pMVxNnMb [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

Beyond Memory: A Transactional Continuity Kernel for Long-Lived AI Agents

Jun He, Deying Yu
https://t.co/4R1BbOIMVz [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸]

[Multiagent Systems Papers @PIN]

When Do Institutions Beat Intelligence?

Zhengye Han
https://t.co/wDXl5Kmvpm [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives

Francesco Musicco, Danilo Danese, Giuseppe Fasano, Angela Lombardi, Alberto Carlo Maria Mancino, Tommaso Di Noia
https://t.co/JvW5jB1J7E [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

Reifying Research Logic: AI-Assisted Workflow Construction and Incremental Refinement for Quantitative Syntax

He Wang, Jingbo Chen, Yuqiao Lai, Nan Yang, Hanwen Zhang, Wei Yuan
https://t.co/43SA6UXzMX [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

ASCon: A Direction-Aware Reciprocal Agent–Step Contextualization Model for Failure Attribution in Multi-Agent Systems

Shuyu Jiang, Yue Ran, Kaiyu Xu, Xingshu Chen, Yi Zhang, Hao Ren, Rui Tang, Tianwei Zhang
https://t.co/Cess0wsinG [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

Not a Monolith: Lab-Level Divergence in the Cooperative Equilibria of Chinese Frontier LLM Agents

Francisco León Zúñiga Bolívar
https://t.co/nBKpTrQmeB [𝚌𝚜.𝙼𝙰]
💬Code: https://t.co/12v7EbjfkR

[Multiagent Systems Papers @PIN]

The Deliberative Deficit: An Empirical Critique of LLMs in Democratic Discourse

Maurice Flechtner
https://t.co/MrkGhNtUpo [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙲𝚈]

[Multiagent Systems Papers @PIN]

Beyond Cash Flows: A Multi-Agent AI Framework for Valuing Clinical-Stage, Cross-Border Biotechnology

Yuhan Fang
https://t.co/q40qIFnoqC [𝚌𝚜.𝙼𝙰 𝚚-𝚏𝚒𝚗.𝙿𝙼]

[Multiagent Systems Papers @PIN]

Distributed Team Orchestration via Supervisor Networks: Convergence, Optimality, and Resilience

Juntian Zhu, Guanpu Chen, Tongtian Zhu, Miguel de Carvalho, Zhouwang Yang, Fengxiang He
https://t.co/lJ32pBMQis [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

MoRSE: Task-Oriented Multi-Agent System with Mixture of Role-Subtask Experts

Peiwen Li, Shiyang Zhang, Yangtian Zhang, Sizhuang He, David van Dijk, Rex Ying
https://t.co/3GF9y2Pq50 [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙲𝙻 𝚌𝚜.𝙻𝙶]

[Multiagent Systems Papers @PIN]

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows

Renxiang Wang, Jiaming Cui
https://t.co/dyxIVldVZ8 [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

Muscle Memory for Agents: Compile not Merely Retrieve

Pouya Ghiasnezhad Omran, Soujanya Lanka, Qin Zhang, Tanya Dixit
https://t.co/374hT4SZtw [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

Fluid Structure, Rigid Record: A Layered Organizational Design Framework for Agent-Native Organizations

Lucian Zhu
https://t.co/rvij0YLySN [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

AOC-CBS: Anytime-Optimal Continuous-time Conflict-Based Search for Generalised Multi-Agent Path Finding

Alvin Combrink, Sabino Francesco Roselli, Martin Fabian
https://t.co/OgVCudNdRZ [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

Decentralized Multi-Agent Urban Traffic Management via Spatio-Temporal Mobility Profile Planning

Lorenzo Mario Amorosa, Lorenzo Farina, Vittorio Todisco, Alessandro Bazzi
https://t.co/gvozdCFnCY [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙽𝙸]

[Multiagent Systems Papers @PIN]

Per-Shipment Multi-Agent Reinforcement Learning for Intermodal Freight Routing Under Hurricane Disruption

Aliza Sharmin, Xudong Wang, Mustafa Can Camur, Xueping Li
https://t.co/0DfPk9UbFf [𝚌𝚜.𝙼𝙰]