Agentic Control

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7 papers in the last 28 days · 0.1% of indexed attention

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Period ending 2026-09-21

5 new papers

A weekly snapshot of new work published in Agentic Control.

Period ending 2026-09-14

4 new papers

A weekly snapshot of new work published in Agentic Control.

Period ending 2026-09-07

2 new papers

A weekly snapshot of new work published in Agentic Control.

81 papers

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

    Sep 16, 2026Maria Paula Diaz Monfort, Cinzia Tomaselli, Michael Richardson +1Human-Robot InteractionControl System Operator Learning

  2. Collective Loss of Control in LLM Agent Systems: An Epidemic Account of Mutation, Contagion, and Recovery

    Sep 16, 2026Xiangfan Wu, Zonghao Ying, Huiyu Wu +4Multi-Agent EvolutionAgentic Control

  3. Zing-0.5: Toward Playable Worlds with Real-Time Joint Action and Text Control

    Sep 15, 2026Mingyang Chen, Shengdong Chen, Xiaoxiao Fu +13Agentic ControlFew-Step Generation

  4. Niching Agents in The Core

    Sep 14, 2026Gary B. Parker, Jim O'Connor, John AsaroStrategic AgentsAgentic Control

  5. ARC: Autonomous Robotics Compliance A Three-Layer Governance Architecture for Deployed Autonomous Systems

    Sep 14, 2026Tord Eide, Einar HoltAutonomyGovernance Layer

  6. Learning Agent-based Model Predictive Control for Holistic Vehicle Performance

    Sep 11, 2026Jiaming Zhong, Reza Valiollahi Mehrizi, Mohammad Pirani +4Model Predictive ControlMulti-Agent Reinforcement Learning

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

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

  8. ChemWorld: Programmable Chemical Worlds for Controlled and Replayable Agent Experimentation

    Aug 11, 2026Jiangjie Qiu, Yijun Li, Xiaonan WangAgentic ControlVast Chemical Space

  9. A MARL Centered Reference Architecture for Large Language Model Augmentation in Smart Manufacturing

    Aug 7, 2026Fouad Bahrpeyma, Dirk ReicheltMulti-Agent Reinforcement LearningIterative Reinforcement Learning

  10. WebRider: Persona-Conditioned Intent Controllers for Live-Web Assistance

    Aug 7, 2026Zhi Li, Tao Zhou, Yeqing Li +2Web AgentsWeb

  11. From Economic Agents to Agentic Economies: A Systems Blueprint for Economic World Models

    Aug 6, 2026Jiale Han, Xiang Li, Jing Qian +7EconomiesWorld Models

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

    Aug 6, 2026Shayell Aharon Salomon Amir Shaked Matan NogaVulnerability Detection & RepairAuthorization

  13. Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning

    Aug 4, 2026Kejian Zhu, Zhuoran Jin, Dongqi Huang +4Multimodal AgentsMulti-Agent Reinforcement Learning

  14. Quo Vadis, World Modeling?

    Aug 3, 2026Yu Yang, Xuemeng Yang, Licheng Wen +17World ModelsAgentic Control

  15. Safety-Gated Agentic Supervisory Control on a Coupled Distillation Benchmark: Regime Map, Auditable Gate, and Co-Design Findings

    Jul 30, 2026Christian RosenthalSafety ConstraintsAgentic Control

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

    Jul 28, 2026Debjyoti PaulAgentic ControlFeedback Linearization

  17. Gubernaut: A Deterministic Homeostatic Controller for Affect-Regulated LLM Agents, Validated Across Independent Model Families

    Jul 27, 2026Dushyant SharmaLarge Language Model AgentsAgentic Control

  18. ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU

    Jul 21, 2026Fan Jiang, Zhaoxu Sun, Mengchao Wang +38Video World ModelsAgentic Control

  19. Intermittent Control Is Not Diluted Control: A Switching Effect in Artificial Agency

    Jul 19, 2026Veronique ZieglerAdaptive ControllerAgentic Control

  20. Interactive Training 2: Auditable Control Plane for Live Model Training

    Jul 17, 2026Wentao Zhang, Xuanhe Pan, Han Zhou +2Model TrainingHuman-In-The-Loop

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

    Jul 17, 2026Qirui Li, Jinkun Hao, Yibo Li +3Physics SimulationLong Video Generation

  22. World-Model-Aware Responsibility Allocation in Heterogeneous Logistics Systems

    Jul 16, 2026Artan Markaj, Niklas Jobs, Felix GehlhoffAutonomyHandoff

  23. RLVP: Penalize the Path, Reward the Outcome

    Jul 8, 2026Bojie Li, Noah ShiOutcome-Based RewardsPenalties

  24. Governed Individuation: Cryptographically Decoupling an Agent's Learning from Its Authority

    Jul 6, 2026Xue Qin, Simin Luan, Cong Yang +1AuthorityAgentic Control

  25. Biological Motifs for Agentic Control

    Jul 5, 2026Bogdan BanuAgentic SystemsAgentic Control

  26. 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

  27. Controllable Sim Agents with Behavior Latents

    Jul 2, 2026Juanwu Lu, Junyu Zhu, Ziran WangNeural ControlMicroscopic Traffic Simulations

  28. When Regulation Has Memory: Hysteresis and Control Burden in Artificial Agency

    Jun 29, 2026Veronique ZieglerAdaptive ControllerAgentic Control

  29. A Systematic Approach to Multi-Agent AI from Advanced Regulatory Control Theory: Safe and Auditable LLM Operator Agents for Process Control

    Jun 29, 2026Idelfonso B. R. Nogueira, Sigurd SkogestadMulti-Agent Large Language Model SystemsAgentic Control

  30. Explainable Control Framework (XCF) based on Fuzzy Model-Agnostic Explanation and LLM Agent-Supported Interface

    Jun 24, 2026Faliang Yin, Hak-Keung Lam, David WatsonAgentic ControlInterpretable Models

  31. Reliability-Asymmetric Spacecraft Autonomy: Co-Designing a Capable Learned GNC Stack with a Verified, Adaptation-Aware Runtime Shield

    Jun 24, 2026Alireza ShojaeiAutonomySpacecraft

  32. Grounded Scaling: Why Agentic AI Needs Deterministic Environments

    Jun 21, 2026Liang Ding, Xintong WangAgentic ControlDeterministic

  33. Sovereign Execution Broker: Enforcing Certificate-Bound Authority in Agentic Control Planes

    Jun 18, 2026Jun He, Deying YuAuthorityRuntime Enforcement

  34. Agentic AutoResearch forSpace Autonomy: An Auditable, LLM-Driven Research Agent for Aerospace Control Problems

    Jun 18, 2026Amit Jain, Richard LinaresAutoresearchAgentic Control

  35. ARB4WM: An Adversarial Robustness Benchmark for World Models in Continuous Control

    Jun 15, 2026Junjian Zhang, Hao Tan, Ruonan Li +3World ModelsAgentic Control

  36. Machine-Coached Policy Revision in Adaptive Agent-Based Regulatory Simulation: A Controller-Level Contestability Layer

    Jun 15, 2026Roberto GarroneAgent-Based ModelRegulation

  37. Structural Distinguishability of Static and Adaptive Policy Regimes in Agent-Based Regulatory Simulation

    Jun 15, 2026Roberto GarroneAgent-Based ModelRegulation

  38. Order Is Not Control: Driven-Dissipative Response Laws Across Artificial and Biological Systems

    Jun 11, 2026Gareth Seneque, Lap-Hang Ho, Nafise Erfanian Saeedi +2ControllabilitySelf-Organization

  39. Agentic MPC for Semantic Control System Resynthesis

    Jun 11, 2026Yuya Miyaoka, Masaki InoueModel Predictive ControlAgentic Control

  40. Assessing Automated Prompt Injection Attacks in Agentic Environments

    Jun 9, 2026David Hofer, Edoardo Debenedetti, Florian TramèrLarge Language Model AgentsAgentic Control

  41. VAIC: Vision-Guided Humanoid Agile Object Interaction Control via Decoupled Commands

    Jun 8, 2026Dongting Li, Qianyang Wu, Xingyu Chen +9Long-Tail Humanoid Whole-Body ControlAgentic Control

  42. Bridging the Agent-World Gap: Text World Models for LLM-based Agents

    Jun 8, 2026Yixia Li, Hongru Wang, Peng Lai +13Llm-Based AgentWorld Models

  43. Self-Evolving Scientific Agent Designs Physically Reasoned White-Box Fluid Control

    Jun 7, 2026Boai Sun, Wenjin Guo, Zongmin Yu +1Long-Tail Humanoid Whole-Body ControlAgentic Control

  44. AEGIS: A Backup Reflex for Physical AI

    Jun 4, 2026Josef ChenAgentic ControlEscalation

  45. VentAgent: When LLMs Learn to Breathe -- Multi-Objective Arbitration for ARDS Ventilation

    Jun 3, 2026Teqi Hao, Yuxuan Fu, Xiaoyu Tan +4Intensive Care UnitArbitration

  46. Agent Operating Systems (AOS): Integrating Agentic Control Planes into, and Beyond, Traditional Operating Systems

    Jun 1, 2026Ankur Sharma, Deep ShahAgentic SystemsAgentic Control

  47. Jamming-Resilient PRB Reservation for Latency-Critical O-RAN Network Slicing

    May 28, 2026Elahe Delavari, Junaid FarooqOpen Radio Access NetworksJamming Attacks

  48. Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

    May 27, 2026Fangfu Liu, Kai He, Tianchang Shen +7Video World ModelsWorld Models

  49. Calibrating Conservatism for Scalable Oversight

    May 27, 2026William Overman, Mohsen BayatiScalable OversightArtificial Intelligence Governance

  50. Rethinking Memory as Continuously Evolving Connectivity

    May 27, 2026Jizhan Fang, Buqiang Xu, Zhixian Wang +12Agent MemoryAgentic Control

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

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

  52. Device Context Protocol: A Compact, Safety-First Architecture for LLM-Driven Control of Constrained Devices

    May 24, 2026Dongxu YangResource-Constrained Edge DevicesLarge Language Model Safety

  53. SPIKE: An Adaptive Dual Controller Framework for Cost-Efficient Long-Horizon Game Agents

    May 18, 2026Wencan Jiang, Jiangning Zhang, Jianbiao Mei +6Agentic ControlReactive

  54. Scalable Environments Drive Generalizable Agents

    May 18, 2026Jiayi Zhang, Fanqi Kong, Guibin Zhang +7Agentic ControlScalability

  55. An Efficient Streaming Video Understanding Framework with Agentic Control

    May 18, 2026Jinming Liu, Jianguo Huang, Zhaoyang Jia +7Streaming VideoVideo Understanding

  56. World Model-Enabled Causal Digital Twins for Semantic Communications in Physical AI Systems

    May 15, 2026Lingyi Wang, Tingyu Shui, Walid Saad +1Digital Twin FrameworkSemantic Communications

  57. ReactiveGWM: Steering NPC in Reactive Game World Models

    May 14, 2026Zeqing Wang, Danze Chen, Zhaohu Xing +4World ModelsReactive

  58. Language-Based Agent Control

    May 13, 2026Timothy Zhou, Loris D'Antoni, Nadia PolikarpovaAgentic ControlRuntime Enforcement

  59. Control Charts for Multi-agent Systems

    May 11, 2026Hayden Helm, Carey Priebe, Brandon DuderstadtMulti-Agent SystemsAdaptive Controller

  60. LASSA Architecture-Based Autonomous Fault-Tolerant Control of Unmanned Underwater Vehicles

    May 10, 2026Hong Chen, Zixiang Tang, Yuanbao Chen +1Autonomous Underwater VehiclesIterative Reinforcement Learning