Agentic Control

Ask about this topic

Momentum

6 papers in the last four weeks, with none the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 30

All topics
CardsList

  1. Auditing Action Settlement in LLM Agent Environments: Order, Progress, and Replay

    Oct 1, 2026Haotian Chen, Bowen Ye, Yuning Zhang +1Large Language Model AgentsContracts

    School of Cyber Science and Technology, University of Science and Technology of China · School of Education, Shanghai Jiao Tong University · SWJTU-Leeds Joint School, Southwest Jiaotong University

  2. Game-Guided Skill Discovery through Self-Play for Playable Agent Control

    Sep 30, 2026Seungeun Rho, Jeonghwan Kim, Xue Bin Peng +1Unsupervised Skill DiscoveryHuman-To-Robot Transfer

    Georgia Institute of Technology · Simon Fraser University and NVIDIA

  3. The Right Lesson at the Right Step: Deriving Control Updates for Self-Evolving Agents

    Sep 28, 2026Yunhe Su, ZiYi Dong, Tong Yu +4Self-Evolving AgentsAgentic Control

    Sun Yat-sen University · eunomia-bpf community · Tsinghua Shenzhen International Graduate School, Tsinghua University +3

  4. LLM Parkinsonism: Executive-Control Failure, Token-Inefficient Persistence, and an Uncertainty-Aware Global Executive Control Architecture for Autonomous Language-Model Agents

    Sep 25, 2026Dongsheng Xiao, Zeyuan Wang, Xuzhe Xia +2Large Language Model AgentsAgentic Control

    Queensland Brain Institute, The University of Queensland, Brisbane, Queensland, Australia · School of Cyber Security, Northwestern Polytechnical University, Xi'an, Shaanxi, China · Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, British Columbia, Canada +2

  5. Towards Interaction Regulation from Human Feedback via Free Energy Minimization

    Sep 16, 2026Maria Paula Diaz Monfort, Cinzia Tomaselli, Michael Richardson +1Human-Robot InteractionReinforcement Learning From Human Feedback

    Scuola Superiore Meridionale, Napoli, Italy · Macquarie University, Sydney, Australia · University of Salerno, Salerno, Italy

  6. Avatar: Toward Autonomous End-to-End Orchestration of Scientific Workflows using LLMs

    Sep 9, 2026Suman Raj, Hai Duc Nguyen, Haochen Pan +3Agentic WorkflowsScientific Workflows

    Department of Computer Science, University of Chicago, IL, USA · Data Science and Learning Division, Argonne National Laboratory, Lemont, IL, USA

  7. The Vulnerability With No CVE: Managing Persistent Gaps Between Mandate and Authority in AI Coding Agents

    Aug 6, 2026Shayell Aharon Salomon Amir Shaked Matan NogaCommon Vulnerabilities And ExposureAuthorization

    Bluebear Security

  8. Corrigible Assistance in One Round: Pragmatic-Pedagogic Best Response

    Jul 29, 2026Elle Lazarski, Jaime Fernández FisacHuman-Robot CollaborationAgentic Control

    Department of Electrical and Computer Engineering Princeton University, USA

  9. Context Assembly as the Controlled Variable: A Control-Theoretic View of Harness Policies for Frozen LLM Agents

    Jul 28, 2026Debjyoti PaulAgentic Control

  10. PhysAgent: Reflective Agentic Physics Control for Physically Plausible Video Generation

    Jul 17, 2026Qirui Li, Jinkun Hao, Yibo Li +3Physics SimulationAgentic Control

    Shanghai Jiao Tong University · Cardiff University

  11. RLVP: Penalize the Path, Reward the Outcome

    Jul 8, 2026Bojie Li, Noah ShiReward SignalPenalties

    Pine AI · University of Washington

  12. Biological Motifs for Agentic Control

    Jul 5, 2026Bogdan BanuProduction Agentic SystemsAgentic Control

  13. ACE: Agentic Control for Embodied Manipulation via Zero-shot Workflow Reasoning

    Jul 5, 2026Iok Tong Lei, QianZhi Li, Ying Jie Yap +5Human-To-Robot TransferAgentic Control

    Department of Computer Science, Tsinghua University, China · National College for Excellent Engineers, Beihang University, China · Independent Researcher +1

  14. HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents

    Jun 30, 2026Qianchu Liu, Sheng Zhang, Guanghui Qin +16Agentic BenchmarksMemoryagentbench

    Microsoft Research

  15. Calibration Is Not Control: Why LLM-Agent Oversight Needs Intervention

    Jun 19, 2026Chubin Zhang, Zhenglin Wan, Xingrui Yu +5Agentic Control

    Nanyang Technological University, Singapore · National University of Singapore, Singapore · CFAR, Agency for Science, Technology and Research, Singapore +2

  16. Assessing Automated Prompt Injection Attacks in Agentic Environments

    Jun 9, 2026David Hofer, Edoardo Debenedetti, Florian TramèrIndirect Prompt InjectionLarge Language Model Agents

    ETH Zurich Zurich, Switzerland

  17. AEGIS: A Backup Reflex for Physical AI

    Jun 4, 2026Josef ChenEscalationAgentic Control

    KAIKAKU

  18. Verus-SpecGym: An Agentic Environment for Evaluating Specification Autoformalization

    May 26, 2026Anmol Agarwal, Natalie Neamtu, Pranjal Aggarwal +6AutoformalizationRaw Judge Outputs

    CMU · Amazon · Work performed while at Amazon.

  19. An Efficient Streaming Video Understanding Framework with Agentic Control

    May 18, 2026Jinming Liu, Jianguo Huang, Zhaoyang Jia +7Streaming Video UnderstandingStreaming Video

    1Shanghai Jiao Tong University · 2Eastern Institute of Technology, Ningbo, China · 3Microsoft Research Asia

  20. ReactiveGWM: Flexible Control and NPC Reactivity in Game World Models

    May 14, 2026Zeqing Wang, Danze Chen, Zhaohu Xing +4ReactiveWorld Models

    Tencent · National University of Singapore · The Hong Kong University of Science and Technology (Guangzhou) +3

  21. Language-Based Agent Control

    May 13, 2026Timothy Zhou, Loris D'Antoni, Nadia PolikarpovaAgentic ControlAccess Control

  22. Prediction and Empowerment: A Theory of Agency through Bridge Interfaces

    May 7, 2026Richard CsakyAgentic ControlPartially Observable Markov Decision Process

  23. Stable Agentic Control: Tool-Mediated LLM Architecture for Autonomous Cyber Defense

    May 4, 2026Kerri Prinos, Lilianne Brush, Cameron Denton +5Agentic ControlLarge Language Model Agents

    Horizon3.ai San Francisco, CA

  24. Diverse Image Priors for Black-box Data-free Knowledge Distillation

    Apr 28, 2026Tri-Nhan Vo, Dang Nguyen, Trung Le +2Knowledge DistillationVisual Priors

    Applied Artificial Intelligence Initiative, Deakin University, Geelong, Australia · Department of Data Science & AI, Monash University, Melbourne, Australia

  25. DeVI: Physics-based Dexterous Human-Object Interaction via Synthetic Video Imitation

    Apr 22, 2026Hyeonwoo Kim, Jeonghwan Kim, Kyungwon Cho +1Contact-Rich Dexterous ManipulationMotion Imitation

    Seoul National University · RLWRLD

  26. AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure

    Apr 20, 2026Merim DzaferagicAi-NativeAgentic Control

    School of Computer Science and Statistics, Trinity College Dublin, Ireland

  27. Characterizing AlphaEarth Embedding Geometry for Agentic Environmental Reasoning

    Apr 20, 2026Mashrekur Rahman, Samuel J. Barrett, Christina LastGeospatial ReasoningBehavioral Embeddings

    Dartmouth Libraries, Dartmouth College, Hanover, 03755, NH, USA. · LGND AI, Canarias, Spain. · TipplyAI, London, UK.

  28. Agents Explore but Agents Ignore: LLMs Lack Environmental Curiosity

    Apr 19, 2026Leon Engländer, Sophia Althammer, Ahmet Üstün +2Agentic ControlEnvironment

    Cohere · Poolside

  29. Illuminating the Three Dogmas of Reinforcement Learning under Evolutionary Light

    Jul 15, 2025Mani Hamidi, Terrence W. DeaconOn-Policy Self-EvolutionAgentic Control

    Department of Computer Science, University of Tübingen, Germany · Department of Anthropology, University of California, Berkeley, USA

  30. Verification of Adaptive Agentic Controllers through Finite Rule Revision

    Date pendingRoberto GarroneAgentic ControlRuntime Enforcement

    Open University of Cyprus