no code implementations • 16 Feb 2024 • Julien Deantoni, Paula Muñoz, Cláudio Gomes, Clark Verbrugge, Rakshit Mittal, Robert Heinrich, Stijn Bellis, Antonio Vallecillo
Uncertainty is an inherent property of any complex system, especially those that integrate physical parts or operate in real environments.
no code implementations • 17 Dec 2021 • Tomáš Bureš, Petr Hnětynka, Martin Kruliš, Danylo Khalyeyev, Sebastian Hahner, Stephan Seifermann, Maximilian Walter, Robert Heinrich
In this paper, we present a method that makes it possible to endow an existing self-adaptive architectures with the ability to learn using neural networks, while preserving domain knowledge existing in the logical rules.