Multi-armed bandit based policies for cognitive radio's decision making issues

Wassim Jouini (1) , Damien Ernst (2, 3) , Christophe Moy (4) , Jacques Palicot (1)

1 IETR - Institut d'Electronique et de Télécommunications de Rennes
2 Institut Montefiore - Department of Electrical Engineering and Computer Science
3 Université de Liège
4 IETR - Institut d'Électronique et des Technologies du numéRique

Mots clés: Cognitive Radio; Decision making; Multi-Armed Bandit; Upper Confidence Bound Algorithm

Domaines: Apprentissage [cs.LG]; Autre [cs.OH]

Wassim Jouini, Damien Ernst, Christophe Moy, Jacques Palicot. Multi-armed bandit based policies for cognitive radio's decision making issues. 3rd international conference on Signals, Circuits and Systems (SCS), Nov 2009, Djerba, Tunisia. 6 p. ⟨hal-00421252⟩