Ziqing Lu, Avinash Reddy Mudireddy, Sarra Alqahtani, Weiyu Xu: History Matters: Meta-policy Delegation with Heterogeneous Multi-agent Reinforcement Learning https://arxiv.org/abs/2608.03833 https://arxiv.org/pdf/2608.03833 https://arxiv.org/html/2608.03833

Pahuja, Brokman, Hofman, Nizri, Vishna, Goldfarb-Tarrant, Marchisio, Kojima, Vainshtein: An Actionable Diagnosis of Multilingual, Multi-Agent Planning Failures https://arxiv.org/abs/2608.03735 https://arxiv.org/pdf/2608.03735 https://arxiv.org/html/2608.03735

Hao Wu, Shoucheng Song, Chang Yao, Haoyu Wang, Huaiyu Wan, Youfang Lin, Kai Lv: Group Perspective Matters: Regulating Debate Relationships Can Mitigate Blind Conformity in Multi-Agent Debate https://arxiv.org/abs/2608.03648 https://arxiv.org/pdf/2608.03648 https://arxiv.org/html/2608.03648

Yan, Yue, Zhao, Lin, Jia, Tong, Lyu, Sun, Zeng: When Truth Is Distributed: Misinformation Derails Collective Fact Recovery in LLM-Based Multi-Agent Systems https://arxiv.org/abs/2608.03421 https://arxiv.org/pdf/2608.03421 https://arxiv.org/html/2608.03421

Mary Wisell, Salimeh Sekeh: SABRE: A Multi-Agent Approach for Selecting Out-of-Distribution Detectors Under a Budget https://arxiv.org/abs/2608.02959 https://arxiv.org/pdf/2608.02959 https://arxiv.org/html/2608.02959

Maya Okawa: Emergence of Biased Consensus in Multi-Agent LLM Debates https://arxiv.org/abs/2608.02827 https://arxiv.org/pdf/2608.02827 https://arxiv.org/html/2608.02827

Yuxiang Peng, Xiaodi Wu: Stateful Governance for Concurrent Agentic Systems https://arxiv.org/abs/2608.02764 https://arxiv.org/pdf/2608.02764 https://arxiv.org/html/2608.02764

Yashwanth YS: Everyone Conforms, No One Believes: Pluralistic Ignorance in LLM Agent Populations https://arxiv.org/abs/2608.02758 https://arxiv.org/pdf/2608.02758 https://arxiv.org/html/2608.02758

[2026-08-05 Wed (UTC), 8 new articles found for csMA Multiagent Systems]

Yi Mao, Andrew Perrault: Training Small LLMs as Spatial Multi-Agent Policies https://arxiv.org/abs/2608.01425 https://arxiv.org/pdf/2608.01425 https://arxiv.org/html/2608.01425

Zixuan Liu, Jonathan Lawry, Michael Crosscombe: Imprecise Belief Fusion Improves Multi-agent Social Learning https://arxiv.org/abs/2608.01367 https://arxiv.org/pdf/2608.01367 https://arxiv.org/html/2608.01367

B. Sankar, Pawni Yadav, Srinidhi Ranjini Girish, Amogh A. S: Asking Questions the Right Way: A Multi-Agent Conversational System for Prompt Formulation in Complex Task Resolution https://arxiv.org/abs/2608.01366 https://arxiv.org/pdf/2608.01366 https://arxiv.org/html/2608.01366

Jia-Hao Xiao, Lei Feng, Min-Ling Zhang: When Collaboration Becomes a Trigger: Collective Evidence-Threshold Backdoors in Multi-Agent Systems https://arxiv.org/abs/2608.01085 https://arxiv.org/pdf/2608.01085 https://arxiv.org/html/2608.01085

Xiangjie Luo, Yulun Zhang, Miyuki Koshimura, Makoto Yokoo, Jiaoyang Li: Stress-Relief Annealing: Polynomial-Time Simulation-Free Layout Optimization for Automated Warehouses https://arxiv.org/abs/2608.01024 https://arxiv.org/pdf/2608.01024 https://arxiv.org/html/2608.01024

Pritom Saha Akash, Phanideep Gampa, Chao Shen, Ying Chen, Sheikh Muhammad Sarwar: HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems https://arxiv.org/abs/2608.00785 https://arxiv.org/pdf/2608.00785 https://arxiv.org/html/2608.00785

Licheng Wang, Mingtao Huang, Yuan Shen: MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems https://arxiv.org/abs/2608.00648 https://arxiv.org/pdf/2608.00648 https://arxiv.org/html/2608.00648

Jiangwen Dong, Wanyu Lin: BANDMAS: Causality-Inspired Semantic Packet Scheduling for Bandwidth-Efficient Multi-Agent Collaboration https://arxiv.org/abs/2608.00458 https://arxiv.org/pdf/2608.00458 https://arxiv.org/html/2608.00458

Xiong, Zhou, Wang, Gu, Tang, Li, Xiong, Wen, Wen: MAPLE-Guard: Memory-Aware Link Enforcement Against Memory-Link Poisoning in Multi-Agent Systems https://arxiv.org/abs/2608.00426 https://arxiv.org/pdf/2608.00426 https://arxiv.org/html/2608.00426

Oleksandr Kuznetsov, Emanuele Frontoni: Width, Memory, and Delay: A Resource Accounting for the Limits of Flat Multi-Agent Systems https://arxiv.org/abs/2608.00028 https://arxiv.org/pdf/2608.00028 https://arxiv.org/html/2608.00028

[2026-08-04 Tue (UTC), 10 new articles found for csMA Multiagent Systems]

Jiamin Wu, et al.: SeekBrain: An Autonomous Multi-Agent System for Accelerating Neuroscience Discovery https://arxiv.org/abs/2607.29347 https://arxiv.org/pdf/2607.29347 https://arxiv.org/html/2607.29347

Haodong Lei, Junming Liu, Yirong Chen, Pinlong Cai, Botian Shi, Ding Wang, Hongsong Wang: TransMem: Transforming Hidden States into Memory for Large Language Models https://arxiv.org/abs/2607.29032 https://arxiv.org/pdf/2607.29032 https://arxiv.org/html/2607.29032

Ren, Tong, Kong, Chen, Li, Zhou, Wang, Tao, Cao, Fan, DiPiero, Dan, Wu: CyberNeuro: A Privacy-Preserving Agentic Workbench for Cohort-Scale Neuroimage and Clinical Data Analysis https://arxiv.org/abs/2607.28841 https://arxiv.org/pdf/2607.28841 https://arxiv.org/html/2607.28841

[2026-08-03 Mon (UTC), 3 new articles found for csMA Multiagent Systems]

Lance Ying, Ryan Truong, Joshua B. Tenenbaum, Samuel J. Gershman: Using Theory of Mind to Arbitrate between Social and Non-social Learning https://arxiv.org/abs/2607.28601 https://arxiv.org/pdf/2607.28601 https://arxiv.org/html/2607.28601

Xinxing Ren, Qianbo Zang, Ziyan Wang, Caelum Forder, Suman Deb, Peter Carroll, Zekun Guo: AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration https://arxiv.org/abs/2607.28430 https://arxiv.org/pdf/2607.28430 https://arxiv.org/html/2607.28430

Zhou He: VISA: A Structured Description Protocol for Agent-Based Simulation Models Towards Machine Reproducibility https://arxiv.org/abs/2607.28027 https://arxiv.org/pdf/2607.28027 https://arxiv.org/html/2607.28027

Peilin Feng, Suorong Yang, Soujanya Poria: $\Sigma$-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems https://arxiv.org/abs/2607.27958 https://arxiv.org/pdf/2607.27958 https://arxiv.org/html/2607.27958

Srijoni Majumdar, Chuhao Qin, Evangelos Pournaras: Argonaut: Interactive Visual Exploration for Distributed Optimization https://arxiv.org/abs/2607.27946 https://arxiv.org/pdf/2607.27946 https://arxiv.org/html/2607.27946

Linus Sander, Fengjunjie Pan, Vahid Zolfaghari, Andre Schamschurko, Nenad Petrovic, Alois Knoll: Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis https://arxiv.org/abs/2607.27942 https://arxiv.org/pdf/2607.27942 https://arxiv.org/html/2607.27942