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LIVE · 2026-10-30 05:40 UTC

multi-agent 43 papers this week · -23% WoW

papers mentioning "multi-agent" in title/abstract · 30d window

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Latest Papers

#TitleAuthorsCatDate
1Pre-Crime for Agents, at the Last Second: Probing When a Recruited Agent Gives InLeonidas Raghavcs.AI2026-10-29
2Agentic University: Collaborative Agents for Personalized LearningJingru Fan, Tianle Zhou, Yunjie Zhou +10cs.AI2026-10-29
3Reinforcement learning for control of partial differential equationsNicolò Botteghi, Matteo Tomasetto, Andrea Manzonics.LG2026-10-29
#4EpiAgent: Epistemic Self-Play for LLM AgentsXuanfa Jin, Xinyu Cui, Zhijian Ma +4cs.AI2026-10-29
#5Video Generation Meets Agent Harness: Agentic Video Generation, Agentic World Modeling and Recursive Self-ImprovementLiaoyuan Fan, Yuhao Zheng, Dongxing Mao +18cs.CV2026-10-29
#6AdMuse: Skill-Guided Creative Advertising Image GenerationMinyan Luo, Yuxin Zhang, Meng Zhao +6cs.CV2026-10-29
#7Locating and Closing Information Gaps in Multi-Agent SystemsYaxin Gong, Chongming Gao, Gangyi Zhang +7cs.AI2026-10-29
#8Learning Calibrated Confidence for Multi-Agent CollaborationChenxiao Fan, Chongming Gao, Gangyi Zhang +9cs.LG2026-10-29
#9EvoTeam: Multi-Agent Collaboration via Evolving TeamsQinuo Cao, Xin He, Dianxuan Fu +7cs.AI2026-10-29
#10Judging Before Propagation: Task-Graph Contextual Integrity for Multi-Agent PrivacyHengyu Wu, Blaise Delattre, Yang Caocs.CR2026-10-29
#11Soei: Structured Observability of Evidence and Intent for Multi-Agent AI Software EngineeringMohammed Nayeem Khan, K S Sarun Kumarcs.SE2026-10-29
#12Beyond LLM Wrappers: Context Engineering and the Three-Engine Architecture for Reliable Financial AIPradeep Kumar GS, Ravi Tannirucs.AI2026-10-29
#13Goal-Aware Dynamic Multi-Agent Collaboration for Long-Horizon TasksXu Shen, Lingyong Yan, Shuaiqiang Wang +4cs.AI2026-10-29
#14PCM: A Proof-Carrying Message Protocol for Verifiable Multi-Agent CommunicationBravish Ghoshcs.CE2026-10-29
#15Reinforcement Learning for the Game of Balatro: A Fast Simulator and Two-Policy Training ApproachAjay Vikram Periasami, Anjaneya Gupta, Ethan Cheng +1cs.LG2026-10-28
#16MAS-Loop: Beyond One-Shot Orchestration towards Self-Evolving Multi-Agent SystemsHehai Lin, Qi Yang, Chengwei Qincs.MA2026-10-28
#17HEDGE: Gated Hypergraph Memory for Scalable Multi-Agent DebateAmirhossein Abaskohi, Mahdi Mostajabdaveh, Zirui Zhoucs.CL2026-10-28
#18Auditable Belief Updates as a Missing Safety Layer for LLM-Powered Multi-Agent SystemsZhuoyun Li, Boxuan Wang, Jinwei Hu +2cs.AI2026-10-28
#19Vision-Based Density Estimation for Adaptive Traffic ControlMohammad Usaid, Deepak Silaych, Hrithik Mhatre +1cs.CV2026-10-28
#20Governance-Aware Federated Learning for Multi-Agent AI Systems: A Policy-Driven Framework for Trustworthy Collaborative AIKiranmayee Janardhan, Karthick S, Madhusmita Panda +2cs.AI2026-10-28
#21A Case Study of a Multi-Agent Kernel-Optimization Loop That Learns a New AI AcceleratorByonggon Chuncs.LG2026-10-28
#22Does 3D Pose Improve Action Valuation in Football? An Empirical Study of Pose Representations and Learning ObjectivesRikuhei Umemoto, Kenjiro Ide, Soham Majumder +2cs.CV2026-10-28
#23FACTS-MAS: A Multi-Agent Architecture for Adaptive Forecasting from Heterogeneous EvidenceMadumita Karthikeyan, Umang Rajnikant Bid, Rong Pancs.AI2026-10-28
#24Disparity Laundering: Consensus Without Fairness in Clinical Multi-Agent SystemsXiaoyang Wang, Tianrui Wang, Christopher C. Yangcs.AI2026-10-28
#25Cooperative EV Charging Assignment Using Multi-Agent Reinforcement Learning: A Comparison of QMIX and Independent Q-Learning Under Urban Traffic UncertaintyNour-Eddine Moumni, Rachid Alaoui, Driss Kiouachcs.MA2026-10-27
#26SkillMem: Compact External Skill Memory for Latent Multi-Agent ReasoningYuxuan Zhu, Mohammad Mohammadi Amiri, Pin-Yu Chen +1cs.AI2026-10-27
#27GARDEN: Generalist Autonomous Reward Design Through Evidence Navigation for Cooperative Multi-Agent Reinforcement LearningDogan Urguncs.AI2026-10-27
#28VerifiedLab: Harnessing Knowns for UnknownsYu Yao, Jiayi Dong, Yang Yang +2cs.AI2026-10-27
#29Multi-Agent Reinforcement Learning for Global Climate Policy CooperationAnne Moll-Elsborg, Oskar Bohn Lassen, Francisco Camara Pereiracs.MA2026-10-27
#30Selective and Hybrid-State Communication for Latent Multi-Agent SystemsMiles Liao, Aaron Smieszek, Yuhao Gecs.MA2026-10-27
#31PerceptRL: Making Visual Perception Rewardable in MLLMs from Answers to InteractionsTongkun Guan, Zhibo Yang, Mingkun Yang +3cs.CV2026-10-27
#32Multi-Agent Reinforcement Learning of Co-Adaptive Hip Exoskeleton Control (MARL-Exo) for Metabolic Energy ReductionYifei Yuan, Jakob Wolf, Ghaith Androwis +1cs.RO2026-10-27
#33Aligning Institutional Power and Operational AbilityAndrea Marino, Giovanni Sileno, Thomas van Binsbergen +1cs.AI2026-10-27
#34Evolving Agent TeamsShiyi Cao, Ziming Mao, Dacheng Li +2cs.AI2026-10-27
#35Impossibility of No-Regret in Multi-Agent BiddingZongjun Yang, Rachitesh Kumar, Christian Kroercs.GT2026-10-27
#36Remembering Is Not Enough: Refining Memories and Learning When to Use Them in Multi-Agent SystemsYipeng Hao, Yuxuan Cai, Wenkai Ji +6cs.AI2026-10-27
#37LM-DSB: A Lightweight Multi-agent System for Automated Daily Safety Bulletin Generation in ConstructionXianxiang Zhao, Advik Mehta, Falak Sethi +3cs.AI2026-10-27
#38MAREval: A Multi-Agent Framework for Evaluating Natural Language Recommendation ExplanationsReza Yousefi Maragheh, Jayesh Uddhav Kudase, Aysenur Inan +7cs.AI2026-10-26
#39Ontology-guided multi-agent reasoning for explainable differential diagnosisRoxana Ramona Szomiu, George Ursu, Adrian Grozacs.AI2026-10-26
#40Replication or Corroboration? An Axiomatic Framework for Evidential Dependence in Multi-Agent DebateHoang-Loc Cao, Truong Thanh Hung Nguyen, Phuc Truong Loc Nguyen +6cs.MA2026-10-26
#41Jaxnasium: Embracing PyTrees For Any-Agent, Cross-Suite Reinforcement LearningKoen Ponse, Aske Plaat, Thomas M. Moerlandcs.LG2026-10-26
#42Preference-Guided Cooperation in Multi-Objective Multi-Agent Reinforcement LearningQiyue Xia, J. Michael Herrmanncs.MA2026-10-26
#43EvoRouter: Cost-Efficient Multi-Agent Routing via Insight-Guided On-Policy DistillationYitao Xiao, Xu Zhang, Ye Cheng +6cs.AI2026-10-26
#44Belief-Conditioned Multi-Agent Actor Critic for Decentralized LLM CollaborationTianle Chen, Shuo Liu, Christopher Amatocs.AI2026-10-26
#45Multi-Agent Relay ThinkingXu Liu, Jungang Qiao, Guikun Chen +2cs.CV2026-10-26
#46Same Story, Different Lens: A Multi-Agent System for Cross-Outlet News Framing AnalysisAffan Yasin, Yueqi Lyu, Rubia Fatima +2cs.AI2026-10-26
#47ClinVerse: A Realistic Multi-Agent Diagnostic Environment for Training and Evaluating Medical AgentsSirry Chen, Fangke Chen, Xuanwen Ding +2cs.AI2026-10-26
#48Collective Emergent Alignment: Measuring and Amplifying Interaction-Induced Reasoning Alignment in Multi-Agent LLMsBoxuan Wang, Zhuoyun Li, Sarvapali D. Ramchurn +2cs.AI2026-10-26
#49Centralized Critics for N-Agent Ad Hoc TeamworkAndrew McAlinden, Caroline Wang, Steven Shi +3cs.AI2026-10-26
#50CEPO: A General Framework for Improving Prompt Optimization in Multi-Agent SystemsJongha Kim, Seohyun Lee, Jonathan Minho Chung +2cs.AI2026-10-26

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