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[CS.AI] Revolutionizing IoT: Networked AI Agents in Closed-Loop Orchestration

Published at: 2026-07-15 22:00 Last updated: 2026-07-17 08:46
#AI #Dynamic Programming #IoT

Abstract

This paper introduces the Internet of Agentic Things (IoAT), an architectural framework that integrates agentic AI, IoT, cyber-physical systems, Physical AI, edge computing, and digital twins into a unified closed-loop orchestration framework. The proposed architecture consists of cloud, edge/fog, and physical IoT layers connected through autonomous AI agents that perceive, reason, coordinate, and actuate across distributed cyber-physical environments.

The paper formalizes IoAT as a coupled workflow-control problem with nested strategic and tactical decision making using a hylomorphic dynamic programming framework that links agentic planning with physical execution. Smart-building orchestration is presented as a representative use case, and key research challenges related to safety, security, governance, resilience, and trustworthy deployment are discussed.

Blogger's Review: This paper provides a fresh perspective on the future of IoT, showcasing the potential and challenges of complex systems through the integration of agentic AI and dynamic programming. The application in smart buildings highlights the importance of safety and governance, paving the way for future research.

Original Source: https://arxiv.org/abs/2607.12662

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