Artificial Intelligence Agents

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Period ending 2026-09-21

30 new papers

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Period ending 2026-09-14

20 new papers

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Period ending 2026-09-07

19 new papers

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1,022 papers

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  1. Firefly: Illuminating Large-Scale Verified Tool-Call Data Generation from Real APIs

    May 17, 2026Yuxuan Lu, Ziyi Wang, Yingzhou Lu +12CallLarge Language Model Calls

  2. The Capability Paradox: How Smarter Auditors Make Multi-Agent Systems Less Secure

    May 17, 2026Qiqi Liu, Thorsten Holz, Shilin Ye +1Multi-Agent SystemsAgentic Systems

  3. ADR: An Agentic Detection System for Enterprise Agentic AI Security

    May 17, 2026Chenning Li, Pan Hu, Justin Xu +9Artificial Intelligence DetectionAgentic Systems

  4. Towards trustworthy agentic AI: a comprehensive survey of safety, robustness, privacy, and system security

    May 17, 2026Jinhu Qi, Muzhi Li, Jiahong Liu +9Trustworthy Artificial IntelligenceAgentic Systems

  5. MetaCogAgent: A Metacognitive Multi-Agent LLM Framework with Self-Aware Task Delegation

    May 17, 2026Chenyu Wang, Yang ShuMulti-Agent Large Language ModelMetacognition

  6. 1GC-7RC: One Graphic Card -- Seven Research Challenges! How Good Are AI Agents at Doing Your Job?

    May 16, 2026Robin-Nico Kampa, Fabian Deuser, Anna Bößendörfer +2Agentic BenchmarksCoding Agents

  7. Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management

    May 16, 2026Carol Xuan Long, David Simchi-Levi, Feng Zhu +3Supply Chain OptimizationArtificial Intelligence Agents

  8. NeuroMAS: Multi-Agent Systems as Neural Networks with Joint Reinforcement Learning

    May 16, 2026Haoran Lu, Luyang Fang, Wenxuan Zhong +1Multi-Agent SystemsMulti-Agent Large Language Model

  9. Body-Grounded Perspective Formation and Conative Attunement in Artificial Agents

    May 16, 2026Hongju PaeArtificial Intelligence AgentsEmpathy

  10. CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?

    May 15, 2026Haolin Chen, Deon Metelski, Leon Qi +30HealthcareArtificial Intelligence Agents

  11. PrivScope: Task-scoped Disclosure Control for Hybrid Agentic Systems

    May 15, 2026Shafizur Rahman Seeam, Zhengxiong Li, Zhiyuan Yu +3Data LeakagePrivilege Illusion

  12. R2V Agent: Teaching SLMs When to Ask for Help

    May 15, 2026Raghu Vamshi Hemadri, Humaira Firdowse Mohammed, Rishabh Maheshwary +5Large Language Model RoutingCp-Agent

  13. From Prompts to Protocols: An AI Agent for Laboratory Automation

    May 15, 2026Angelos Angelopoulos, James F. Cahoon, Ron AlterovitzArtificial Intelligence AgentsAgent Loop

  14. Who Owns This Agent? Tracing AI Agents Back to Their Owners

    May 15, 2026Ruben Chocron, Doron Jonathan Ben Chayim, Eyal Lenga +3Artificial Intelligence AgentsIncident Response

  15. Will AI Agents Free Us From Meaningless Work? A Human-Centered Analysis

    May 15, 2026Davide Ghia, Jaspreet Ranjit, Tania Cerquitelli +1Artificial Intelligence AgentsHuman Oversight

  16. BootstrapAgent: Distilling Repository Setup into Reusable Agent Knowledge

    May 15, 2026Sihan Fu, Oucheng Liu, Shiyuan Wang +2RepositoryCp-Agent

  17. Toward Natural and Companionable Virtual Agents via Cross-Temporal Emotional Modeling

    May 15, 2026Feier Qin, Xiao Li, Yi Zheng +5Artificial Intelligence CompanionsArtificial Intelligence Agents

  18. ALSO: Adversarial Online Strategy Optimization for Social Agents

    May 15, 2026Xiang Li, Liping Yi, Mingze Kong +3Multi-Agent SimulationsSimulation-Based Reinforcement Learning

  19. X-SYNTH: Beyond Retrieval -- Enterprise Context Synthesis from Observed Digital Human Attention

    May 15, 2026Guruprasad Raghavan, George Nychis, Rohan Narayana MurthyContext-Aware ExtensionLoop Engineering

  20. Beyond Partner Diversity: An Influence-Based Team Steering Framework for Zero-Shot Human-Machine Teaming

    May 14, 2026Wei Sheng, Rohan PalejaHuman-Ai CollaborationMulti-Agent Coordination

  21. ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both

    May 14, 2026Ziyu Guo, Rain Liu, Xinyan Chen +1Latent Visual ReasoningVisual Reasoning

  22. Articraft: An Agentic System for Scalable Articulated 3D Asset Generation

    May 14, 2026Matt Zhou, Ruining Li, Xiaoyang Lyu +63D AssetsArticulated Objects

  23. Is Grep All You Need? How Agent Harnesses Reshape Agentic Search

    May 14, 2026Sahil Sen, Akhil Kasturi, Elias Lumer +2Agentic SearchAgentic Tool Use

  24. Self-Distilled Agentic Reinforcement Learning

    May 14, 2026Zhengxi Lu, Zhiyuan Yao, Zhuowen Han +8Unsupervised On-Policy Self-DistillationOn-Policy Distillation

  25. APWA: A Distributed Architecture for Parallelizable Agentic Workflows

    May 14, 2026Evan Rose, Tushin Mallick, Matthew D. Laws +2Multi-Agent WorkflowsAgentic Workflows

  26. Why Neighborhoods Matter: Traversal Context and Provenance in Agentic GraphRAG

    May 14, 2026Riccardo Terrenzi, Maximilian von Zastrow, Serkan AyvazGraph-Based Retrieval Augmented GenerationProvenance

  27. LiSA: Lifelong Safety Adaptation via Conservative Policy Induction

    May 14, 2026Minbeom Kim, Lesly Miculicich, Bhavana Dalvi Mishra +6Artificial Intelligence SafetyArtificial Intelligence Agents

  28. Agentic Recommender System with Hierarchical Belief-State Memory

    May 14, 2026Xiang Shen, Yuhang Zhou, Yifan Wu +8Agent MemoryAgentic Reinforcement-Learning Framework

  29. Nexus : An Agentic Framework for Time Series Forecasting

    May 14, 2026Sarkar Snigdha Sarathi Das, Palash Goyal, Mihir Parmar +6Time Series Foundation ModelsAgentic Tool Use

  30. Herculean: An Agentic Benchmark for Financial Intelligence

    May 14, 2026Xueqing Peng, Zhuohan Xie, Yupeng Cao +60Finance DomainAgentic Workflows

  31. Hypergraph Enterprise Agentic Reasoner over Heterogeneous Business Systems

    May 14, 2026Ling Wang, Xin Liu, Songnan Liu +8Agentic ReasoningHypergraphs

  32. MetaAgent-X : Breaking the Ceiling of Automatic Multi-Agent Systems via End-to-End Reinforcement Learning

    May 14, 2026Yaolun Zhang, Yujie Zhao, Nan Wang +6Multi-Agent SystemsArtificial Intelligence Agents

  33. Agentic Systems as Boosting Weak Reasoning Models

    May 13, 2026Varun Sunkaraneni, Pierfrancesco Beneventano, Riccardo Neumarker +2Large Reasoning ModelsAgentic Systems

  34. Reinforcement Learning for Tool-Calling Agents in Fast Healthcare Interoperability Resources (FHIR)

    May 13, 2026Marius S. Knorr, Robert Müller, Jan P. Bremer +1Reasoning GraphsAgentic Tool Use

  35. Privacy Preserving Multi Agent Path Finding

    May 13, 2026Rotem Lev Lehman, Roni Stern, Guy ShaniMulti-Agent Path FindingAI Privacy Risks and Protection

  36. Sheaf-Theoretic Transport and Obstruction for Detecting Scientific Theory Shift in AI Agents

    May 13, 2026David N. Olivieri, Roque J. HernándezArtificial Intelligence AgentsSheaf

  37. PBT-Bench: Benchmarking AI Agents on Property-Based Testing

    May 13, 2026Lucas Jing, Xinqi Wang, Liao Zhang +1Agentic BenchmarksTest Generation

  38. Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction

    May 13, 2026Darius A. Faroughy, Sofia Palacios Schweitzer, Ian Pang +2Agentic BenchmarksLarge Language Model Agents

  39. OpenAaaS: An Open Agent-as-a-Service Framework for Distributed Materials-Informatics Research

    May 13, 2026Peng Kang, Bixuan Li, Xiaoya Huang +5Data-Driven Materials DiscoveryScientific Workflows

  40. NIMO Controller: a self-driving laboratory orchestrator based on the Model Context Protocol

    May 13, 2026Naruki Yoshikawa, Ryo TamuraModel Context ProtocolArtificial Intelligence Agents

  41. Speculative Interaction Agents: Building Real-Time Agents with Asynchronous I/O and Speculative Tool Calling

    May 13, 2026Coleman Hooper, Minwoo Kang, Suhong Moon +7Agentic Tool UseAgentic Reasoning

  42. CANTANTE: Optimizing Agentic Systems via Contrastive Credit Attribution

    May 13, 2026Tom ZehleAgentic SystemsPrompt Optimization

  43. An Agentic LLM-Based Framework for Population-Scale Mental Health Screening

    May 13, 2026Giuliano Lorenzoni, Paulo Alencar, Donald CowanDepression DetectionModular Agentic Framework

  44. Position: Agentic AI System Is a Foreseeable Pathway to AGI

    May 13, 2026Junwei Liao, Shuai Li, Muning Wen +2Agentic SystemsArtificial Intelligence Systems

  45. Seg-Agent: Test-Time Multimodal Reasoning for Training-Free Language-Guided Segmentation

    May 13, 2026Chao Hao, Jun Xu, Ji Du +6Multimodal ReasoningTraining-Free

  46. SHM-Agents: A Generalist-Specialist Integrated Agent System for Structural Health Monitoring

    May 13, 2026Yuequan Bao, Xing Li, Huabin Sun +3Structural Health MonitoringAgent Framework

  47. Multi-Stream LLMs: Unblocking Language Models with Parallel Streams of Thoughts, Inputs and Outputs

    May 12, 2026Guinan Su, Yanwu Yang, Xueyan Li +1ParallelArtificial Intelligence Agents

  48. Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling

    May 12, 2026Eilam Shapira, Moshe Tennenholtz, Roi ReichartNegotiationArtificial Intelligence Agents

  49. Attacks and Mitigations for Distributed Governance of Agentic AI under Byzantine Adversaries

    May 12, 2026Matthew D. Laws, Alina Oprea, Cristina Nita-RotaruGovernance LayerByzantine Attacks

  50. Harness Engineering as Categorical Architecture

    May 12, 2026Bogdan BanuAgent HarnessAgent Framework

  51. CAX-Agent: A Lightweight Agent Harness for Reliable APDL Automation

    May 12, 2026Chenying Lin, Yichen Hai, Yi He +3Cp-AgentAgent Harness

  52. Intermediate Artifacts as First-Class Citizens: A Data Model for Durable Intermediate Artifacts in Agentic Systems

    May 12, 2026Josh Rosen, Seth RosenAgentic SystemsContent Provenance

  53. From Reaction to Anticipation: Proactive Failure Recovery through Agentic Task Graph for Robotic Manipulation

    May 12, 2026Sheng Xu, Ruixing Jin, Huayi Zhou +6Generalizable Robotic ManipulationsRobot Planning

  54. When Simulation Lies: A Sim-to-Real Benchmark and Domain-Randomized RL Recipe for Tool-Use Agents

    May 12, 2026Xiaolin Zhou, Aojie Yuan, Zheng Luo +12Deep Reinforcement LearningSim-To-Real Gap

  55. IPI-proxy: An Intercepting Proxy for Red-Teaming Web-Browsing AI Agents Against Indirect Prompt Injection

    May 12, 2026Chia-Pei, Chen, Kentaroh Toyoda +2Indirect Prompt InjectionWeb Agents

  56. GeomHerd: A Forward-looking Herding Quantification via Ricci Flow Geometry on Agent Interactive Simulations

    May 12, 2026Lake Yang, Junwei Su, Jingfeng Zeng +5Agent FrameworkSpurious Correlations

  57. Digital Identity for Agentic Systems: Toward a Portable Authorization Standard for Autonomous Agents

    May 12, 2026Partha MadhiraAuthorizationAgentic Systems

  58. Agent-BRACE: Decoupling Beliefs from Actions in Long-Horizon Tasks via Verbalized State Uncertainty

    May 12, 2026Joykirat Singh, Zaid Khan, Archiki Prasad +5Long-Horizon AgentsInitial Human Belief Distributions

  59. PresentAgent-2: Towards Generalist Multimodal Presentation Agents

    May 12, 2026Wei Wu, Ziyang Xu, Zeyu Zhang +2Multimodal GenerationMultimodal Agents

  60. ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?

    May 11, 2026Zhun Wang, Nico Schiller, Hongwei Li +13ExploitationVulnerability Detection & Repair