The Source of Disturbance Matters: External, Internal, and Control-Generated Noise in Adaptive Regulation

arXiv:2609.26428 · cs.AI, cs.SY, eess.SY, nlin.AO · Submitted 2026-09-22 · Read on arXiv

cs.AI, cs.SY, eess.SY, nlin.AO

Submitted: 2026-09-22

Updated: 2026-09-22

Comments: 14 pages, 9 figures, 1 table

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Hysteresis — 1× in this paper · explained in 3 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Steering — 1× in this paper · explained in 2 episodes

Sources

• IRAM-Omega-Q: A Computational Framework for Uncertainty Regulation in Adaptive Agents
• When Regulation Has Memory: Hysteresis and Control Burden in Artificial Agency

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