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]

When Is a Memory Safe Enough to Act On? Action-Conditioned Verification for Long-Lived Agents

Yiqi Wang, Yifei Wang, Jiaqi Zhang, Zhangkai Wu, Yiqun Duan, Taotao Cai, Mingkai Zheng
https://t.co/RsJz4NQ6IZ [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

Consistent but Biased: Chair Personas Trade Noise for Bias in Multi-Agent Clinical Decisions

Yitong Bai, Chengyi Zhang, Ziyang Wang
https://t.co/A7lgxOc49o [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

Learning to Incentivise: Using Reinforcement Learning for Sustainable Urban Mobility

Germán Pardo-González, Shaghayegh Vosough, Katerina Papadaki, Claudio Roncoli
https://t.co/mA0INCqFkO [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙻𝙶 𝚎𝚎𝚜𝚜.𝚂𝚈]

[Multiagent Systems Papers @PIN]

Parallel AI Agent Collaboration as Graph-Structured Distributed Block Optimization

Hanmin Li, Yury Demidovich, Peter Richtárik
https://t.co/BZP3Oz6C5O [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸 𝚖𝚊𝚝𝚑.𝙾𝙲]

[Multiagent Systems Papers @PIN]

The Butterfly Effect in LLM Social Simulations: From Architecture Sensitivity to Robustness Audits

Jinyi Ye, Lei Cao, Ding Chen, Emilio Ferrara
https://t.co/wMihvTS44D [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

JaxMARL-BC: Multi-Agent Reinforcement Learning for Macroeconomic Modelling, in Seconds

Daniele Montagnani, Andrea Coletta, Antonietta Mira, Aldo Glielmo
https://t.co/hP9touMs3P [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙻𝙶 𝚎𝚌𝚘𝚗.𝙶𝙽]

[Multiagent Systems Papers @PIN]

Local Work, Global Progress: A Convergence Theory of AI Agent Collaboration

Ivan Ilin, Peter Richtárik
https://t.co/6tIGJfE4vF [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙻𝙶 𝚖𝚊𝚝𝚑.𝙾𝙲]
💬Code: https://t.co/sM0wE1DgRq

[Multiagent Systems Papers @PIN]

Complete Street Design informed by Multi-Agent Simulation

Sharika J. Hegde, Amirmohammad Khakpour, Pedram Beigi, Yu, Nie, Hani S. Mahmassani
https://t.co/YZJ7eNQlkA [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

Discovery-Probability Graph Planning for Embodied Agents in Tasks with Hidden Cooperation Requirements

Zihuang Cai, Changjian Chen, Zhuo Tang, Chang Tang, Kenli Li
https://t.co/izknwlWgee [𝚌𝚜.𝙼𝙰]

[Multiagent Systems Papers @PIN]

Behavioral Probes for Information Flow in LLM Swarms

Junhui Chen, Yu Zhang, Lantian Li, Dong Wang
https://t.co/Xzv9wXk09z [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸]
💬Accepted at NeurIPS 2026

[Multiagent Systems Papers @PIN]

Learning Who Talks to Whom: Role-Aware Communication Topology Scheduling for Efficient LLM Multi-Agent Collaboration

Haibin Li, Wenya Yu, Xuefeng Jiang, Jia Li, Xiao Han, Shuai Su, Wei Wei
https://t.co/qXciENrXOu [𝚌𝚜.𝙼𝙰]
💬Project: https://t.co/1EWPXddqrd

[Multiagent Systems Papers @PIN]

How Far Can an Agent Push? Trust-Safety Margins in Live Language-Based Economic Games

Dima Galat, Marian-Andrei Rizoiu
https://t.co/UEofsy2DEr [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙶𝚃]

[Multiagent Systems Papers @PIN]

AgentSoV: Virtual Sensing for LLM Multi-Agent Systems via Stream of Variation

Congjing Zhang, Siyuan Xu, Yunfei Bai, Ke Ren, Xiaoning Qian, Shuai Huang
https://t.co/sPvD6HTohm [𝚌𝚜.𝙼𝙰 𝚎𝚎𝚜𝚜.𝚂𝚈]

[Multiagent Systems Papers @PIN]

Measuring Consensus in AI Agent Networks

Jin Gao
https://t.co/tId4qaZ5F7 [𝚌𝚜.𝙼𝙰]
💬Accepted at the NANDA Workshop, IEEE TPS-ISA 2026

[Multiagent Systems Papers @PIN]

CARVS: A Congestion-Aware Algorithm for Online Multi-Agent Pickup-and-Delivery in Human-Collaborative Warehouses

Chaoran Li, Zeyuan Zhao, Shao Zhang
https://t.co/ZWFnTxNlxF [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝚁𝙾]
💬Accepted at DAI 2026 (Oral)

[Multiagent Systems Papers @PIN]

ROAR: Benchmarking LMM Agents under Real-Time Constraints in Multiplayer Action-Shooter Games

Dawei Wang, Di Zhao, Jianran Yu, Chengming Zhou, Marci Chi Ma, Xiaoyang Liu, Beining Zhang, Shuliang Chu, Yun Sing Koh, Gary Ushaw, …
https://t.co/ql4TarhMgH [𝚌𝚜.𝙼𝙰]
💬NeurIPS 2026

[Multiagent Systems Papers @PIN]

Model Capacity Frontier: A Development Framework for LLM-Supported Social Simulation

Patrick Zhao, Yuxuan Li, Hirokazu Shirado
https://t.co/rfVroclbyV [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙲𝚈]

[Multiagent Systems Papers @PIN]

The Weight of Teamwork: Does Communication Structure Help LLM Scientists Search for Scientific Laws?

Jianing Shi, …
https://t.co/3UyLnqctAq [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙻𝙶]
💬Accepted at the NeurIPS 2026 Workshop on Foundations of Agentic Systems Theory (FAST), non-archival

[Multiagent Systems Papers @PIN]

LLM Evolution in a Simple Simulated Market

Charlie Pilgrim, Christopher Krupenye, Dora Biro, Richard P. Mann
https://t.co/zDNhnJnhEi [𝚌𝚜.𝙼𝙰 𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙲𝙻 𝚚-𝚋𝚒𝚘.𝙿𝙴]

[Multiagent Systems Papers @PIN]

Federation over Harness

Dixi Yao, Tahseen Rabbani, Tian Li
https://t.co/nMb1FrLLNw [𝚌𝚜.𝙼𝙰]