State-Tracking

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20 papers in the last four weeks, up 233% on the four weeks before. 0.2% of all new papers.

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  1. Global Coherence: When Every Agent Is Right and the Team Is Still Wrong - A Local-to-Global Semantic Foundation for Multi-Agent Collaboration

    Oct 1, 2026Xin HengState-TrackingMotion Coherence

    Tote AI

  2. Linear Recurrent Memory Suffices to Distil a World-Model Policy for Robot Air Hockey

    Sep 30, 2026F. Olivia Fan, Oliver ObstRecurrent ModelState-Tracking

    UNSW Sydney, NSW 2052, Australia

  3. State Trace Rationale As Auxiliary Task in Reinforcement Learning

    Sep 29, 2026Muhammad U. Nasir, Alex Vogt, Steven D. James +1State-TrackingTraces

    University of the Witwatersrand Johannesburg, South Africa · New York University New York, USA

  4. When Should the Count Change? Learning State Maintenance for Causal Video Counting

    Sep 28, 2026Pengyiang Liu, Dongyue Lyu, Junbo Niu +3Fine-Grained Video UnderstandingVision State Space Models

    Beihang University · Peking University

  5. Planarian: Managing Agent State with Statepoints

    Sep 28, 2026Jinnan Guo, Hao Mark Chen, Kapil Vaswani +2State-TrackingMorphogenesis

    Imperial College London · Indian Institute of Science Bangalore · Microsoft Security Response Center

  6. Retracing Hodgkin and Huxley: State Recovery Does Not Certify Mechanism

    Sep 28, 2026Peiyu Zang, Jiayi Hao, Yongqiang CaiLatent StatesState-Tracking

    School of Mathematical Sciences, Beijing Normal University

  7. GUITAR: Structured Failure Diagnosis of GUI Agents via State Transitions

    Sep 28, 2026Shaoqing Zhang, Kehai Chen, Xuefeng Bai +4Graphical User Interface AgentsGraphical User Interface

    Harbin Institute of Technology, Shenzhen, China · Pengcheng Laboratory, Shenzhen, China · Shanghai Jiao Tong University, China

  8. Seeing and Solving Are Not Enough for Vision-Language Models

    Sep 27, 2026Ziheng Wang, Mingxuan Xie, Yilin Liu +3Multimodal QueryState-Tracking

    Sun Yat-sen University · Zhejiang University · The Hong Kong University of Science and Technology +2

  9. SceneScaffold: Active Scene-State Construction for Unified 3D Scene Understanding

    Sep 27, 2026Xiangqi Li, Libo Huang, Jiarui Zhao +43D Scene UnderstandingState-Tracking

    State Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences · University of Chinese Academy of Sciences

  10. GTRL: Grounding Divide-and-Conquer Value Learning with Temporal Differences

    Sep 27, 2026Abdul Monaf Chowdhury, MD Sameer Iqbal Chowdhury, Shifat E Arman +1Goal-Conditioned Reinforcement LearningTemporal Difference

    Department of Robotics and Mechatronics Engineering, University of Dhaka, Bangladesh · Department of Computer Science, Texas State University, USA · Department of Computer Science, University of Oxford, UK

  11. Underwater C3-JEPA: An Object-Centric Cross-View World Model for ROV Salvage

    Sep 24, 2026Yuncong Yang, Jinlong Li, Yulong Xue +4UnderwaterUnderwater Object Detection

    Underwater Engineering Institute, Shanghai Jiao Tong University, Shanghai 200240, China

  12. Tracking States or Tracking Cosets? An Algebraic Account of Learned State Tracking

    Sep 24, 2026Zhiyu Zhang, Yupeng LiFinite GroupsRecurrent State

    Conflux Labs Ltd · Michigan State University

  13. Representation World Model: Learning States, Transition and Executable Plans in Representation

    Sep 24, 2026Yijun Yuan, Weicheng Zheng, Weibang Wang +7World Model PlanningWorld Models

    IIIS, Tsinghua University

  14. Non-Commutative State Tracking with Input-Dependent Low-Rank Updates in Mamba-3

    Sep 23, 2026Hiroki Fujii, Masaki YamakitaRecurrent StateMamba

    Department of Systems and Control Engineering, Institute of Science Tokyo, Tokyo, Japan

  15. Compiling Sufficient Governance Context from Declared Losses and Reachable States: Exact Observation-Contract Synthesis with Cardinality and Cost Objectives

    Sep 22, 2026Gaston BesansonContractsInvariant Synthesis

    Universidad Torcuato Di Tella

  16. How Strongly Should Task State Influence an LLM Agent?

    Sep 22, 2026Chenyu Zhang, Wonbin Kweon, Jiawei HanLarge Language Model AgentsState-Tracking

    University of Waterloo · Sungkyunkwan University · University of Illinois Urbana-Champaign

  17. Comparing Latent Concept Formation in State Space Models and Transformers via Sparse Autoencoders

    Sep 21, 2026Rithin Nagaraj, Rupa Laalasa Oruganti, Prerna Subhashchandra Kunder +1Transformer ArchitecturesTransformer Attention

    Department of Computer Science and Engineering PES University Bangalore, India

  18. TaskAnchor: Grounding Task State in Reactive VLAs for Long-Horizon Manipulation

    Sep 20, 2026Hengyan Liu, Wenlve Zhou, Bo Yue +7Generalist Vision--Language--ActionLong-Horizon Manipulation

    The Chinese University of Hong Kong, Shenzhen · Foshan University · DexForce +1

  19. PROVIA: Procedure State Tracking for Online Mistake Detection in Egocentric Videos

    Sep 17, 2026Di Wen, Kailun Yang, Jimmy Weissert +7Egocentric VideoFine-Grained Video Understanding

    Karlsruhe Institute of Technology, Karlsruhe 76131, Germany · Hunan University, Changsha 410012, China

  20. The Missing Complement: State-Conditioned Minimal Sufficient Evidence for Coding Agents

    Sep 17, 2026Zhexi Feng, Ruiyi Zhang, Yongbo Yang +1Incomplete EvidenceCoding Agents

    Department of Electrical and Computer Engineering University of California San Diego La Jolla, CA 92093, USA

  21. DepthBenchCAD: When Does Deeper Auditing Yield More Reliable Conclusions?

    Sep 14, 2026Hongye Yang, Zhihao Xie, Shengjun Xiong +1Model AuditingParametric Computer-Aided Design Programs

    College of Computing Georgia Institute of Technology · Independent Researcher

  22. LifeFuse-Mem: Lifecycle-Aware State Fusion Against Temporary Overwriting for Long-Term Memory

    Sep 14, 2026Hanyu Zhao, Yuqian Feng, Zhenyu Song +4Long-Term Agent MemoryLong-Term Memory

    Beijing Academy of Artificial Intelligence · University of Chinese Academy of Sciences · Institute of Software, Chinese Academy of Sciences +1

  23. Portable Semantics, Private Dialects: Reuse and Negative Transfer in Latent Communication Between Language-Model Cells

    Sep 12, 2026Narcis MarincatLanguage PairsLanguage Modeling

    Independent researcher.

  24. The Menu Is an Execution Prior: State-Path Tool Menus for Online Agents

    Sep 10, 2026Bo Yan, Weikai Lin, Song WangLanguage-Model AgentsState-Tracking

    Department of Computer Science & Institute of Artificial Intelligence, University of Central Florida · Department of Computer Science, University of Rochester

  25. Temporal Self-Distillation: Learning Visual State Tracking in Videos Without Supervision

    Sep 3, 2026Shravan Venkatraman, Wenshuai Zhao, Mohammad Hassan Vali +1Fine-Grained Video UnderstandingState-Tracking

    Mohamed bin Zayed University of Artificial Intelligence, UAE · Aalto University, Finland · ELLIS Institute Finland & Department of Computer Science, Aalto University, Finland

  26. Classic AI Scaffolding for LLM Social Agents

    Sep 1, 2026Anatole GershmanScaffoldsArtificial Intelligence Systems

    Carnegie Mellon University (retired)

  27. Safin-1: Safety from Within through Memory-Native State Evolution

    Aug 31, 2026Ming Zhang, Kaisen Yang, Shu Yu +15Persistent StateWireless Foundation Models

    Shanghai AI Laboratory

  28. Quantum Coordination Advantages in AI State-Tracking Tasks: Semantic Compilation and Latent Memory

    Aug 11, 2026Ming YangState-TrackingTractability

  29. Unified Agent: Managing Interactions across Devices

    Aug 6, 2026Xinshuang Liu, Runfa Blark Li, Shaoxiu Wei +2Multimodal AgentsState-Tracking

    University of California, San Diego San Diego, CA, USA

  30. RA-CAD: Learning Post-Execution Critique for State-Aware Text-to-CAD Generation

    Aug 6, 2026Shuhao Yan, Changhao He, Xi Peng +1Image-To-Cad GenerationCode Generation

    College of Computer Science, Sichuan University, Chengdu, China · School of Artificial Intelligence, Sichuan University, Chengdu, China · National Key Laboratory of Fundamental Algorithms and Models for Engineering Numerical Simulation, Sichuan University, Chengdu, China

  31. State2State: Environment-Derived Mid-Training for LLM Agents

    Aug 5, 2026Xuanyu Lei, Yiqi Zhu, Chenliang Li +6Large Language Model AgentsState-Tracking

    Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China · Dept. of Comp. Sci. & Tech., Institute for AI, Tsinghua University, Beijing, China · Institute of Intelligent Computing, Alibaba Group

  32. Predictive Set Theory: A Generative Framework for Cognitive Architecture with Operationalized Core Mechanisms

    Aug 3, 2026Yiyang YuPredictive CodingCognitive Science

  33. The Label Defines the Timescale: Trait-State Limits of Temporal-Aggregate Learning

    Aug 3, 2026Xizhe ZhangTimescaleTraining Time

  34. SERUM: State Extraction and Refinement for User Modeling

    Jul 31, 2026Andy J. Phu, James Mooney, Karin de Langis +2User ModelingEgocentric Video

    Minnesota NLP Lab · University of Minnesota · Minneapolis, MN 55455, USA

  35. Articulated Object Reconstruction from Rest-State Observation

    Jul 30, 2026Daeun Lee, Jaeah Lee, Woosung Kim +23D ModelsState-Tracking

    Seoul National University, Republic of Korea

  36. StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents

    Jul 24, 2026Yan Yang, Xiangru Jian, Ziyang Luo +7Computer-Use AgentsState-Tracking

    Salesforce AI Research

  37. Logic Programming Semantics for Causal Processes

    Jul 23, 2026Felix WeitkämperLogicCausal

    German University Of Digital Science Potsdam, Germany

  38. Efficient Tracking and Understanding Object Transformations

    Jul 22, 2026Yihong Sun, Bharath HariharanMulti-Object TrackingVideo Object Segmentation

    Cornell University

  39. Beyond Transformers: Linear Attention Policy for Open-Vocabulary Object Goal Navigation

    Jul 21, 2026Jiahong Zhang, Yifan Lin, Yandong Zhang +6Vision-Language NavigationNavigation

    Institute of Automation, Chinese Academy of Sciences, Beijing 100045, China · State Key Laboratory of Media Convergence and Communication, Communication University of China, Beijing 100024, China · Beihang University, Beijing 100191, China +2

  40. On the Limits of Sampling-Based Reachability: Geometry, Dynamics, and Sample Complexity

    Jul 21, 2026Jixian Liu, Ihab Tabbara, Hussein Sibai +1ReachabilityHamilton-Jacobi Reachability

    Department of Electrical and Computer Engineering, Johns Hopkins University · Department of Computer Science, Washington University in St. Louis

  41. Candidate Attended Dialogue State Tracking Using BERT

    Jul 17, 2026Junyuan Zheng, Onkar Salvi, John ChanBert-Based ModelsDialogue

    OneConnect US Research Institute, New York, NY, 10019

  42. Oracle Agent Memory as an Enterprise Memory Substrate for Long-Horizon AI Agents

    Jul 14, 2026Richmond Alake, Cesare Bernardis, Paul Cayet +10Long-Term Agent MemoryLong-Horizon Agents

    Oracle

  43. StructAgent: Harness Long-horizon Digital Agents with Unified Causal Structure

    Jul 13, 2026Wenyi Wu, Sibo Zhu, Kun Zhou +3Long-Horizon AgentsAgent Loop

    University of California, San Diego · 2Aether AI Lab · §Work done during an internship at Aether AI.

  44. Heaviside Continuity of Rolling Coefficients for Eliminating Epistemic Entropy in Large Language Models

    Jul 6, 2026MY Pitsane, Hope MogaleAutoregressive DecodingContinuum

    North-West University, RSA · Mankind Research Labs, Sandton · University of Pretoria, RSA

  45. Cache Merging as a Convergent Replicated State for Multi-Agent Latent Reasoning

    Jul 1, 2026Carlos Baquero, Luís BritoMergeEfficient Latent Reasoning

    Faculdade de Engenharia (FEUP), Universidade do Porto (UP), Portugal · Escola Superior de Tecnologia e Gestão (ESTG), Politécnico de Viana do Castelo (IPVC), Portugal

  46. A Task-State Representation for Long-Horizon Mobile GUI Agents

    Jul 1, 2026Yujie Zheng, Zikang Liu, Xin Zhao +1Graphical User Interface AgentsState-Tracking

    School of Software, Beihang University · Gaoling School of Artificial Intelligence, Renmin University of China

  47. Training Observable Control Policies to Expose Agent State Through Actions

    Jun 25, 2026Andres Enriquez Fernandez, John J. BirdPartial ObservabilityGenerative Control Policies

    Department of Aerospace and Mechanical Engineering, 500 W University, El Paso, TX 79968

  48. Beyond Single-Source Cognitive Taskonomy:Multi-Source Task Relations through fMRI Transfer Learning

    Jun 24, 2026Junfeng Xia, Wendu Li, Mengjiao Zhang +1Functional Magnetic Resonance ImagingTransfer Learning

    Department of Biomedical Engineering, Southern University of Science and Technology Shenzhen, China

  49. LedgerAgent: Structured State for Policy-Adherent Tool-Calling Agents

    Jun 18, 2026Md Nayem Uddin, Amir Saeidi, Eduardo Blanco +1LedgerState-Tracking

    ♠Arizona State University · ♢University of Arizona

  50. Robust Assembly State Reasoning from Action Recognition for Human-Robot Collaboration

    Jun 18, 2026James Fant-Male, Roel PietersHuman-Robot CollaborationHuman Activity Recognition

    Cognitive Robotics group, Unit of Automation Technology and Mechanical Engineering, Tampere University, 33720, Tampere, Finland

  51. Latency-Configurable Streaming Speech Enhancement via Asymmetric Temporal Padding

    Jun 18, 2026Yunsik Kim, Yoonyoung ChungSpeech EnhancementState-Tracking

    Department of Electrical Engineering, Pohang University of Science and Technology (POSTECH), Pohang 37673, Republic of Korea · Intus Co. Ltd., Pohang 37673, Republic of Korea

  52. Bistable by Construction: Wall-Clock-Calibrated State Monitors Have No Moment-Detection Regime at Agent Cadence

    Jun 15, 2026Manvendra ModgilRuntime EnforcementState-Tracking

    Modint Intelligence

  53. Decoupling Inference from State Updates in Low-Latency Feature Engines via Probabilistic Thinning

    Jun 15, 2026Augusto Peres, Iker Perez, Pedro Valdeira +4StreamingPersistence

    Feedzai

  54. Orchestrated Reality: From Role-Play to Living, Playable Game Worlds -- LLM-Driven World Simulation as a Parameterized-Action POMDP

    Jun 14, 2026Yuhang Huang, Chenmiao Li, Chaowei FangRole-Playing AgentsNarratives

    The University of Tokyo, Japan · Individual Researcher, Japan

  55. ToolMenuBench: Benchmarking Tool-Menu Filtering Strategies for Reliable and Efficient LLM Agents

    Jun 13, 2026Rahul Suresh Babu, Laxmipriya Ganesh IyerLarge Language Model AgentsReliable

    Independent Researcher United States of America

  56. ConCise: Training-Free Conclusion-Chain State Compression for Cost-Efficient Multi-Step RAG Services

    Jun 13, 2026Kuan Yan, Zhiqing Tang, Tian Wang +1Agentic Retrieval-Augmented Generation SystemsRetrieval-Augmented Generation Pipelines

    Faculty of Arts and Sciences, Beijing Normal University, Zhuhai, China · Institute of Artificial Intelligence and Future Networks, Beijing Normal University, Zhuhai, China · Guangdong Key Lab of AI & Multi-Modal Data Processing, Beijing Normal-Hong Kong Baptist University, Zhuhai, China

  57. Q-Delta: Beyond Key-Value Associative State Evolution

    Jun 7, 2026Sumin Park, Seojin Kim, Noseong ParkKimi Delta AttentionRecurrent State

    Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea.

  58. A Held-Out Transition-Pair Falsifier for Long-Horizon Non-Abelian State Tracking

    Jun 5, 2026Jeonghoon LeeRecurrent StateState-Tracking

    Attractor Dynamics

  59. What Should Agents Say? Action-state Communication for Efficient Multi-Agent Systems

    Jun 3, 2026Chen Huang, Yuhao Wu, Wenxuan ZhangState-Tracking

    Singapore University of Technology and Design

  60. WebRISE: Requirement-Induced State Evaluation for MLLM-Generated Web Artifacts

    Jun 2, 2026Yuxin Meng, Yuhan Suo, Junjie Wang +9WebBrowser Agent

    Tsinghua University · Huawei Noah’s Ark Lab · East China Normal University +2