31 citations · 35 across the 11 of their papers we have counts for
Showing 2026Show all
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cs.NI2026
Mobile Network Control with a World Model
Maxime Bouton, Ioanna Mitsioni, Simon Lindståhl +1
The increasing complexity of mobile networks necessitates intelligent and dynamic control strategies for efficient, energy-conserving management. We propose a world model-based app…
cs.NI2026
Temporally Consistent Graph Q-Networks for Intelligent Network Control
Zacharias Veiksaar, Maxime Bouton
Mobile networks continue to grow in complexity and next generation networks are expected to support both increasing traffic loads and more diverse services. As network complexity r…
eess.SY2026
Collaborative Safe Bayesian Optimization
Alina Castell Blasco, Maxime Bouton
Mobile networks require safe optimization to adapt to changing conditions in traffic demand and signal transmission quality, in addition to improving service performance metrics. W…