Search Results for author: Andreas Metzger

Found 2 papers, 1 papers with code

Feature-Model-Guided Online Learning for Self-Adaptive Systems

no code implementations22 Jul 2019 Andreas Metzger, Clément Quinton, Zoltán Ádám Mann, Luciano Baresi, Klaus Pohl

Existing online learning techniques randomly explore the possible adaptation actions, but this can lead to slow convergence of the learning process.

Hierarchical structure

Self-Learning Cloud Controllers: Fuzzy Q-Learning for Knowledge Evolution

1 code implementation2 Jul 2015 Pooyan Jamshidi, Amir Sharifloo, Claus Pahl, Andreas Metzger, Giovani Estrada

The benefit is that for designing cloud controllers, we do not have to rely solely on precise design-time knowledge, which may be difficult to acquire.


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