In Defence of Good Old-Fashioned Artificial Intelligence Approaches in Intelligent Transportation Systems
Mauro Vallati,
Lukáš Chrpa
Abstract:In recent years, Artificial Intelligence (AI) has been increasingly used in traffic management and control, particularly in the smart city context. However, the vast majority of recent AI-based approaches rely on data-driven black-box models that hinder the ability to understand the behaviour and dynamics that lead to a given output. On the contrary, Good Old-Fashioned Artificial Intelligence approaches that are based on symbolic models, such as automated planning, can provide the transparency and explainabili… Show more
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