4 papers
Verification of Adaptive Agentic Controllers through Finite Rule Revision
Roberto Garrone
Industrial agentic AI systems increasingly exhibit a gap between prototype capability and production deployment. In particular, adaptive agents may generate plausible outputs while…
Machine-Coached Policy Revision in Adaptive Agent-Based Regulatory Simulation: A Controller-Level Contestability Layer
Roberto Garrone
Policy-oriented agent-based models are increasingly used to study regulatory interventions in complex adaptive socio-technical systems. Recent adaptive ABM frameworks distinguish b…
Structural Distinguishability of Static and Adaptive Policy Regimes in Agent-Based Regulatory Simulation
Roberto Garrone
Agent-based models are widely used to evaluate policy interventions in complex socio-technical systems, yet many policy-oriented ABMs represent regulation as a fixed scenario param…
A Simulation of Ageing and Care Accessibility in Italian Inner Areas
Roberto garrone
Ageing societies face increasing strain on formal and informal care systems, particularly in low-density mountainous municipalities where sparse services and steep terrain constrai…