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32 papers in the last four weeks, up 167% on the four weeks before. 0.3% of all new papers.

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  1. Agent Evaluation Reliability: More Tasks Won't (Always) Fix An Agent Leaderboard

    Sep 30, 2026Michael Hardy, Ruhana Azam, Anka Reuel +2Agentic EvaluationsScaffolds

    Stanford University · University of Illinois Urbana-Champaign · Senior Author

  2. EurekaBench: Measuring Agentic Ability to Discover New Scientific Insights

    Sep 30, 2026Jiayi Geng, Zhengxuan Wu, Kevin S. Chen +12Scientific DiscoveryAgentic Discovery

    Carnegie Mellon University, Language Technologies Institute · Stanford University, Department of Computer Science · Yale University, Quantitative Biology Institute +8

  3. Schema: Discovering Unknown Environments via Agentic Program Induction

    Sep 30, 2026Guanning Zeng, Jiani Wang, Wenjie Ma +8Large Language Model AgentsAgentic

    Carnegie Mellon University · Impossible Research · UC Berkeley

  4. Asking the World: Generalist Physical Reasoning through Agentic World Modeling and Probing

    Sep 30, 2026Shenxiang Zeng, Chen Yang, Peiyao Chen +3World ModelsAgentic

    Tsinghua University

  5. Beyond Prediction: Steering VLM Agents with Retrospective World Modeling

    Sep 30, 2026Yongjiang Liu, Jie Zhang, Haoyue Zhang +3World ModelsAgentic

    The Hong Kong University of Science and Technology · The Hong Kong Polytechnic University · China University of Geoscience

  6. Agentic Tool-Augmented Reasoning for Explainable Image Forgery Detection

    Sep 30, 2026Zhiya Tan, Jing Huang, Changtao Miao +5Face Forgery DetectionDigital Forensics

    CCDS Nanyang Technological University Singapore, Singapore · Ant Digital Technologies Ant Group Singapore, Singapore · Ant Digital Technologies Ant Group Hangzhou, China +3

  7. RSIGame: Autonomous Agentic Game Development with Recursive Self-improvement

    Sep 30, 2026Wenyi Wu, Minghao Fu, Jieyu You +10Self-Improving AgentsRecursive Self-Improvement

    University of California San Diego · ByteDance Inc. · Carnegie Mellon University

  8. After a Decade: Bringing Shadow Removal into the Real World with Agentic Training Data

    Sep 29, 2026Shilin Hu, Jingyi Xu, Dimitris Samaras +1Diverse Occlusion-And-Revelation ScenariosTraining Data

    Department of Computer Science Stony Brook University · Department of Computer Science University of North Carolina at Charlotte

  9. Does This Action Still Explain the Task? Reverse Scoring for Diffusion Language Model Agents

    Sep 29, 2026Jiacheng Qiu, Christopher E. Mower, Jan Peters +2Large Language Model AgentsAgentic

    Huawei Noah’s Ark Lab · Technical University of Darmstadt · UCL Centre for AI

  10. Distilling Agentic Systems: A Roadmap across Models, Artifacts, and Harnesses

    Sep 29, 2026Ziluowen Luo, Senzhang Wang, Chaozhuo Li +9Knowledge DistillationProduction Agentic Systems

    Central South University, ChangSha, Hunan, China · Beijing Academy of Artificial Intelligence, Beijing, China · Hong Kong Polytechnic University, Hongkong, China +2

  11. Simple Agentic Memory for Generalist Robot Policies

    Sep 29, 2026Yuyou Zhang, Yunbei Zhang, Miao Li +4Agentic MemoryRobot Policies

    Carnegie Mellon University · Tulane University · New York University +2

  12. Text2Sim: Agentic Physics-Based Simulation Generation with Distilled Expertise

    Sep 29, 2026Xiaoyu Xiong, Tsun-Hsuan Wang, Yi-Ling Qiao +2Physics SimulationAgentic

    Tsinghua University · Carnegie Mellon University · Genesis AI +1

  13. PADMÉ: Preference Alignment Data Synthesis for Meta-Evaluation of LM Agent Evaluators

    Sep 28, 2026Cheng Chang, Yining Mao, Peng QiAgenticSynthesis

    Uniphore

  14. DexAgent: An Agentic Human2Sim2Robot Framework for Dexterous Manipulation with Self-Evolving Tool Library

    Sep 28, 2026Youhui Wang, Yunzhu Li, Li Fei-Fei +2Human-To-Robot TransferHumanoid Robotics

    Stanford University · Columbia University

  15. DualManip: Agentic Dynamic Manipulation via Dual-Path Semantic Reasoning and Geometric Adaptation

    Sep 25, 2026Chengxi Li, Yan Di, Yingyue Li +3Robotic ManipulationRobotic Grasping

    Department of Automation, Tsinghua University, China · School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), China · Beijing Institute of Control Engineering, China

  16. agentic-ger: terminology recovery in long-form speech using global context

    Sep 24, 2026Yanqiao Zhu, Wupeng Wang, Zhifu Gao +2Speech Language ModelsAutomatic Speech Recognition

    X-LANCE Lab, Shanghai Jiao Tong University · Shanghai Innovation Institute · Alibaba Token Foundry

  17. A Study of the Reliability of Agentic AI-Generated Programs

    Sep 16, 2026Ayesha Shafique, Barton P. MIller, Elisa R. HeymannTest GenerationCode Generation

  18. Where Should Agents Live? Energy-Memory Characterization of Agentic AI for the Edge-Cloud Continuum

    Sep 16, 2026Carolina Fortuna, Vid Hanžel, Tim Strnad +1Edge PlatformsAgentic Inference

    Department of Communication Systems, Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia

  19. Who Audits Whom, on What Substrate, with What Evidence? An Independence-Graded Audit Protocol for Agentic AI

    Sep 16, 2026Mohamed Chahine GhanemModel AuditingAgentic

    Keele University, School of Computer Science and Mathematics, Keele, United Kingdom · University of Liverpool, Cybersecurity Institute, Liverpool, United Kingdom

  20. Salesforce Koa: An Enterprise Language Model for Agentic Tool Use

    Sep 14, 2026Zixiang Chen, Sufeng Niu, Yingchi Liu +22Agent2AgentAgentic

    Salesforce Agentforce & AI Research

  21. Unified Agentic Video Editing Across Levels of Complexity and Creativity

    Sep 14, 2026Surabhi S. Nath, Kim Ferres, Milan Petrović +1Video EditingAgentic

    Bertelsmann AI Hub · Max Planck Institute for Biological Cybernetics · scieneers GmbH

  22. MedVA: An End-to-End Neuro-Symbolic Agentic System for Medical Volume Visualization

    Sep 14, 2026Haill An, Suhyeon Kim, Minjun Kang +4Medical Visual Question AnsweringVisual Analytics

    Institute of Translational Medicine, National Center for Translational Medicine, Shanghai Jiao Tong University, Minhang, Shanghai, China

  23. AgentKV: Phase-Aware KV Eviction for Agentic LLMs

    Sep 14, 2026Taowen Tony Liu, Jeffrey T. H. Wong, Can Xiao +3Depthweave-KvKey-Value Cache Eviction

    Imperial College London, London, United Kingdom · Columbia University, New York, NY, USA

  24. El Agente Potente: High-Throughput Agentic Atomistic Simulations

    Sep 13, 2026Tsz Wai Ko, Jiaru Bai, Thomas Swanick +6Interatomic PotentialsMolecular Dynamics

    Department of Chemistry, University of Toronto, 80 St. George St., Toronto, ON M5S 3H6, Canada · 2Vector Institute for Artificial Intelligence, W1140-108 College St., Schwartz Reisman Innovation Campus, Toronto, ON M5G 0C6, Canada · Department of Computer Science, University of Toronto, 40 St George St., Toronto, ON M5S 2E4, Canada +7

  25. ANASSA: An Agentic AI Orchestration Framework for Spatial Intelligence

    Sep 13, 2026Constantinos Papantoniou, Brian HiltonGeospatial ReasoningSpatial Reasoning

    Anassa.ai USA · Research Scientist USA

  26. Defining AI Agents: A Compendium of Criteria, Metrics, and Benchmarks

    Sep 12, 2026Mia Lassiter, Brinnae BentAgentic EvaluationsArtificial Intelligence Agents

    Duke University

  27. Show-Harness: Just a VLM Agent Can Play Robots

    Sep 9, 2026Yanzhe Chen, Zechen Bai, Zhijun Cao +7Robot SystemsEmbodiment

    Show Lab, National University of Singapore

  28. An Efficient and Effective Agentic Group Shilling Attack on Recommender Systems

    Sep 9, 2026Quoc Viet Nguyen, Trinh Pham, Viet Huynh +4Adversarial RobustnessAgentic

    Griffith University, Australia · Edith Cowan University, Australia · The University of Queensland, Australia +1

  29. Agentic AI-enabled Semantic Commissioning of a Cognitive Digital Twin for Reconfigurable Manufacturing

    Sep 8, 2026Yangyang Liu, Xun Xu, Jan PolzerCognitive Digital TwinsDigital Twins

  30. Towards Embodied Air-Ground Cooperative Object Search: Benchmark, Dataset and Agentic Method

    Sep 8, 2026Boao Yu, Zimo Chen, Junreng Rao +4Aerial Vision-Language NavigationRecent Vision-Language Models

    National University of Defense Technology National Key Laboratory of Digital Intelligent Modeling and Simulation

  31. Agentic ML Exploration (A-MLE) for Ads Ranking

    Sep 8, 2026Erwin Gao, Vinodh Kumar Sunkara, Jingyi Guan +36AdsAgentic

    Meta Platforms, Inc. Menlo Park and New York, USA

  32. An emancipatory vision for designing (generative) AI for learner flourishing

    Sep 7, 2026Luis P. Prieto, Yannis DimitriadisArtificial Intelligence EducationHuman-Centered Framework

    GSIC-EMIC Research Group, Universidad de Valladolid, Paseo de Belén, 15, 47011 Valladolid, Spain

  33. ARISE-RL: Agentic Rubric-Grounded Iterative Self-Evolution with Reinforcement Learning

    Sep 1, 2026Fanrui Zhang, Ruixue Ding, Qiang Zhang +13On-Policy Self-EvolutionIcr-Rl

    Alibaba ATH Token Foundry · Hema, Alibaba Group

  34. AgentFactory: Towards Automated Agentic System Design and Optimization

    Sep 1, 2026Enci Zhang, Haofeng Wang, Yuesheng Zhu +2Production Agentic SystemsAgentic

    Peking University Shenzhen Graduate School, Shenzhen, China

  35. FaVOR: LLM-Based Agentic Framework for Factor Mining via Empirical Validation

    Aug 31, 2026Hyeonjin Kim, Minseok Kim, Seunghyeon Jung +3Exploratory Factor AnalysisFactor

    Department of Computer Science and Artificial Intelligence, Dongguk University-Seoul · Department of Industrial Engineering, Seoul National University · School of Finance, Soongsil University

  36. AgenticRag-R1: Agentic Reinforcement Learning with Stack Memory for Multi-Step Reasoning, Retrieval and Memorizing

    Aug 30, 2026Xinke Jiang, Yue Fang, Zhibang Yang +12Agentic Reinforcement LearningAgentic Benchmarks

    National Engineering Research Center of Software Engineering, Peking University, Beijing, China · School of Computer Science, Peking University, Beijing, China · Key Laboratory of High Confidence Software Technologies, Ministry of Education, Beijing, China +3

  37. Competing at Every Price Point with Agentic Evolution over a Menu of LLMs

    Aug 17, 2026Andrew BorthwickMulti-Llm AgentsSelf-Evolving Agents

    Independent Researcher

  38. Evolve Vision-Language-Action Model into an Agent with On-the-fly Tool-use

    Aug 14, 2026Ding Yi, Yanzhao Yu, Xili Dai +5Diffusion-Based Vision-Language-ActionsVision-Language-Action Framework

    Astribot · Tsinghua University · Juxi Tech +2

  39. Spatial Memory Agent: Experience-Grounded Procedural Memory for Spatial Intelligence

    Aug 13, 2026Haokai Zhang, Yuhang Ding, Yunshu Zhou +5Spatial ReasoningPeak Memory

    Zhejiang University · Shanghai Jiao Tong University · Shanghai Innovation Institute

  40. Beyond Trial-and-Error: Agentic Optimization for Image-to-Video Adherence

    Aug 12, 2026Aman Tyagi, Hemanth Boinpally, Jonathan Chen +2Generative Video ModelsPrior Prompt Optimization Techniques

    Google Cloud · Google DeepMind

  41. An Agentic Workflow for Legacy HPC Modernization: Converting the Two-Electron-Integral Core of GAMESS

    Aug 12, 2026Yuzhong Shen, Masha Sosonkina, Peng Xu +1Agentic WorkflowsQuantum Chemistry

    Dept. of Electrical and Computer Engineering Old Dominion University Norfolk, VA, USA · Dept. of Chemistry Iowa State University and Ames National Laboratory Ames, IA, USA

  42. No One to Blame: A Framework of Constitutive AI Unaccountability

    Aug 12, 2026Long Hoang Nguyen, Eva Späthe, Sebastian Lins +1AccountabilityArtificial Intelligence Governance

    Technical University of Munich · University of Kassel

  43. On Understanding, Identifying, and Mitigating Vulnerabilities in Agentic Large Language Models

    Aug 11, 2026Md Jafrin Hossain, Mohammad Arif Hossain, Nirwan AnsariAgentic

    Florida International University, Miami, Florida, USA · Middle Tennessee State University, Murfreesboro, Tennessee, USA · New Jersey Institute of Technology, Newark, NJ, USA

  44. Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design

    Aug 10, 2026Qing Zong, Jiayu Liu, Junhao Shen +9Co-EvolutionSelf-Evolution

    1Hong Kong University of Science and Technology · University of Illinois Urbana-Champaign · 3The Chinese University of Hong Kong +2

  45. Agentic AI-powered flexible fiber-bundle endoscopy for high-resolution NIR-II fluorescence imaging in vivo

    Aug 9, 2026Yanzhao Shi, Yuanhua Liu, Sixin Xu +10Robotic Soft EsophagusColonoscopy

    Department of Electrical and Computer Engineering, School of Biomedical Engineering, The University of Hong Kong, Hong Kong SAR, China. · Materials Innovation Institute for Life Sciences and Energy (MILES), The University of Hong Kong Shenzhen Institute of Research and Innovation (HKU-SIRI), Shenzhen 518045, China. · Department of Mechanical Engineering, The University of Hong Kong, Hong Kong SAR, China. +3

  46. From Product Search to Preference Articulation: The Economics of Agentic Commerce

    Aug 9, 2026Lingxiu Dong, Kaiwen Luo, Fasheng XuAgentic CommerceAgentic Search

    Olin Business School, Washington University in St. Louis · School of Business, University of Connecticut

  47. When Agentic AI Meets Integrated Sensing and Communication

    Aug 6, 2026Kai Li, Conggai Li, Sarah Ali Siddiqui +4Integrated Sensing And CommunicationProduction Agentic Systems

    Interdisciplinary Centre for Security, Reliability and Trust (SnT), University of Luxembourg, Luxembourg · Technology, CSIRO, Sydney, NSW, Australia · College of Computer, Qassim University, Buraydah, Saudi Arabia +1

  48. Beyond Relevance: Bayesian Evidence Acquisition for Agentic Whole-Slide Image Reasoning

    Aug 6, 2026Bryan Wong, Xun Xu, Huazhu Fu +2Whole-Slide ImagesComputational Pathology

    1Korea Advanced Institute of Science and Technology (KAIST) · Institute of Advanced Intelligence and Computing (IAIC), A*STAR · Centre for Frontier AI Research (CFAR), A*STAR

  49. SkillTV-Bench: Benchmarking How Well Judges Perform on Skill-Augmented Agentic Execution

    Aug 6, 2026Zhi Han, Chenxi Zeng, Liuhaichen Yang +3Llm-As-A-JudgeJudges

    Shanghai Jiao Tong University · Shanghai Artificial Intelligence Laboratory · University College London +1

  50. APQF: Agentic Profiling-Guided Structured Pruning and Mixed-Precision Quantization with Adaptive Fine-Tuning

    Aug 6, 2026Sadegh Jafari, Mohiuddin Bilwal, Fan Zhou +2Mixed-Precision QuantizationStructured Pruning

    Department of Computer Science Iowa State University Ames, IA, USA · Department of Agricultural and Biosystems Engineering Iowa State University Ames, IA, USA

  51. VideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing

    Aug 6, 2026Ziyun Zeng, Zixuan Wang, Yongsheng Yu +2Long VideosVideo Generation

    University of Rochester

  52. Argus: A General-Purpose Agentic Reasoning Runtime for Long-Horizon Tasks

    Aug 5, 2026Boxiu Li, Zimo Wen, Yijia Fan +24Agentic ReasoningAgentic

    Argus Team

  53. Trident : How to Break Deep Reinforcement Learning Cyber Defenses (Agentic)

    Aug 5, 2026Ryozo Masukawa, Ian Bryant, Armita Kazeminajafabadi +6Red-TeamingLarge Language Model Safety

    University of California, Irvine · Northeastern University · Johns Hopkins University

  54. ETA: A New Agentic Paradigm for Embodied Tasks

    Aug 4, 2026Yitong Chen, Zezheng Huai, Sixian Li +7Embodied AgentsEmbodied

    1Shanghai Innovation Institute · 2Fudan University · 3Jilin University +2

  55. AgenticVAU: Multi-Agent Explore-Verify Reasoning for Video Anomaly Understanding

    Aug 4, 2026Yuxiang Duan, Huining Li, Ao Li +6Training-Free Video Anomaly DetectionMixture-Of-Agents

    C-FAIR & School of software, Shandong University · Renmin University of China · Nanjing Agricultural University +1

  56. ANCHOR-RE: An Agentic Neuro-Symbolic Framework for Grounded Biomedical Relation Extraction

    Aug 4, 2026Shufan Ming, Yikun Han, Gibong Hong +2Relation ExtractionClinical Reasoning Training

    School of Information Sciences, University of Illinois Urbana-Champaign, 501 E Daniel St., Champaign, 61820, IL, USA · Division of Computational Health Sciences, Department of Surgery, University of Minnesota, 516 Delaware St SE, Minneapolis, 55455, MN, USA

  57. TraceCAD: Trace-Guided Repair for Agentic CAD Generation

    Aug 4, 2026Fengxiao Fan, Jingzhe Ni, Fan Sang +5RepairAgentic

    Zhejiang University, China

  58. Agentic Method for Deterministic Validation of Legacy Code Migration

    Jul 30, 2026Andras Ferenczi, Jordan Docherty, Mariya Bessonov +2Test GenerationAgentic

    American Express

  59. AgenticASR: Refining Speech Recognition in Real-World Scenarios via an Agentic Approach

    Jul 30, 2026Zixuan Jiang, Binghao Qiang, Jiaying Chi +3Automatic Speech RecognitionTranscript

    X-LANCE lab, Shanghai Jiao Tong University · Shanghai Innovation Institute · College of Artificial Intelligence, Xi’an Jiaotong University

  60. Evaluating Agentic Bioinformatics through Function, Evidence, and Validation

    Jul 30, 2026Phuc Pham, Truong-Son HyBioinformaticsAgentic Workflows

    Department of Computer Science, The University of Alabama at Birmingham, USA