Imagen de Portada

From Agent Loops to Structured Graphs:A Scheduler-Theoretic Framework for LLM Agent Execution

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autor principal:	Wei, Hu
Formato:	Preprint
Publicado:	2026
Materias:	Artificial Intelligence Systems and Control
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Architecting Resilient LLM Agents: A Guide to Secure Plan-then-Execute Implementations
por: Del Rosario, Ron F., et al.
Publicado: (2025)

Towards Agentic OS: An LLM Agent Framework for Linux Schedulers
por: Zheng, Yusheng, et al.
Publicado: (2025)

Grid-Agent: An LLM-Powered Multi-Agent System for Power Grid Control
por: Zhang, Yan, et al.
Publicado: (2025)

PhysiAgent: An Embodied Agent Framework in Physical World
por: Wang, Zhihao, et al.
Publicado: (2025)

Locally Interdependent Multi-Agent MDP: Theoretical Framework for Decentralized Agents with Dynamic Dependencies
por: DeWeese, Alex, et al.
Publicado: (2024)

PowerLens: Taming LLM Agents for Safe and Personalized Mobile Power Management
por: Feng, Xingyu, et al.
Publicado: (2026)

From Agent Loops to Deterministic Graphs: Execution Lineage for Reproducible AI-Native Work
por: Rosen, Josh, et al.
Publicado: (2026)

From Autonomous Agents to Integrated Systems, A New Paradigm: Orchestrated Distributed Intelligence
por: Tallam, Krti
Publicado: (2025)

From Visual Perception to Deep Empathy: An Automated Assessment Framework for House-Tree-Person Drawings Using Multimodal LLMs and Multi-Agent Collaboration
por: Wen, Shuide, et al.
Publicado: (2025)

X-GridAgent: An LLM-Powered Agentic AI System for Assisting Power Grid Analysis
por: Yihan, et al.
Publicado: (2025)

BatteryAgent: Synergizing Physics-Informed Interpretation with LLM Reasoning for Intelligent Battery Fault Diagnosis
por: Zhou, Songqi, et al.
Publicado: (2025)

ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise
por: Guo, Xingang, et al.
Publicado: (2024)

Game-Theoretic Resilience Framework for Cyber-Physical Microgrids using Multi-Agent Reinforcement Learning
por: Niketh, S Krishna, et al.
Publicado: (2025)

$α^3$-Bench: A Unified Benchmark of Safety, Robustness, and Efficiency for LLM-Based UAV Agents over 6G Networks
por: Ferrag, Mohamed Amine, et al.
Publicado: (2026)

CircuitLM: A Multi-Agent LLM-Aided Design Framework for Generating Circuit Schematics from Natural Language Prompts
por: Hasan, Khandakar Shakib Al, et al.
Publicado: (2026)

Behavioral Generative Agents for Energy Operations
por: Chen, Cong, et al.
Publicado: (2025)

Agent-Based Decentralized Energy Management of EV Charging Station with Solar Photovoltaics via Multi-Agent Reinforcement Learning
por: Fan, Jiarong, et al.
Publicado: (2025)

TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning
por: Paolo, Giuseppe, et al.
Publicado: (2025)

IntAgent: NWDAF-Based Intent LLM Agent Towards Advanced Next Generation Networks
por: Soliman, Abdelrahman, et al.
Publicado: (2026)

Perimeter Control with Heterogeneous Metering Rates for Cordon Signals: A Physics-Regularized Multi-Agent Reinforcement Learning Approach
por: Yu, Jiajie, et al.
Publicado: (2023)

Verifier-Bound Communication for LLM Agents: Certified Bounds on Covert Signaling
por: Tailor, Om
Publicado: (2026)

Optimizing Service Operations via LLM-Powered Multi-Agent Simulation
por: Wang, Yanyuan, et al.
Publicado: (2026)

Interval POMDP Shielding for Imperfect-Perception Agents
por: Scarbro, William, et al.
Publicado: (2026)

Natural Language Query to Configuration for Retrieval Agents
por: Pan, Melissa Z., et al.
Publicado: (2026)

Agentic AI Home Energy Management System: A Large Language Model Framework for Residential Load Scheduling
por: Makroum, Reda El, et al.
Publicado: (2025)

Operationalizing Reconstructive Authority: Runtime Construction, Dependency Resolution, and Execution Gating in Autonomous Agent Systems
por: TraslaIA, Marcelo Fernandez -
Publicado: (2026)

A Dual-Positive Monotone Parameterization for Multi-Segment Bids and a Validity Assessment Framework for Reinforcement Learning Agent-based Simulation of Electricity Markets
por: Xu, Zunnan, et al.
Publicado: (2026)

SpaceMind: A Modular and Self-Evolving Embodied Vision-Language Agent Framework for Autonomous On-orbit Servicing
por: Wu, Aodi, et al.
Publicado: (2026)

El Agente Gráfico: Structured Execution Graphs for Scientific Agents
por: Bai, Jiaru, et al.
Publicado: (2026)

The Responsibility Vacuum: Organizational Failure in Scaled Agent Systems
por: Romanchuk, Oleg, et al.
Publicado: (2026)

MTTR-A: Measuring Cognitive Recovery Latency in Multi-Agent Systems
por: Or, Barak
Publicado: (2025)

An LLM-Based Digital Twin for Optimizing Human-in-the Loop Systems
por: Yang, Hanqing, et al.
Publicado: (2024)

CPS-LLM: Large Language Model based Safe Usage Plan Generator for Human-in-the-Loop Human-in-the-Plant Cyber-Physical System
por: Banerjee, Ayan, et al.
Publicado: (2024)

A Systems-Theoretical Formalization of Closed Systems
por: Shadab, Niloofar, et al.
Publicado: (2023)

Cost Optimized Scheduling in Modular Electrolysis Plants
por: Henkel, Vincent, et al.
Publicado: (2024)

A Multi-Agent Systems Approach for Peer-to-Peer Energy Trading in Dairy Farming
por: Shah, Mian Ibad Ali, et al.
Publicado: (2023)

Towards Hierarchical Multi-Agent Decision-Making for Uncertainty-Aware EV Charging
por: Ting, Lo Pang-Yun, et al.
Publicado: (2024)

Rebuild AC Power Flow Models with Graph Attention Networks
por: Hu, Yuting, et al.
Publicado: (2025)

Hierarchical Multi-Agent Framework for Carbon-Efficient Liquid-Cooled Data Center Clusters
por: Sarkar, Soumyendu, et al.
Publicado: (2025)

Closing the Loop: Motion Prediction Models beyond Open-Loop Benchmarks
por: Bouzidi, Mohamed-Khalil, et al.
Publicado: (2025)