118 citations · 405 across the 29 of their papers we have counts for
3 papers · 2 filters
Distributed coordination of self-organizing mechanisms in communication networks
Abdoulaye Tall, Richard Combes, Zwi Altman +1
The fast development of the Self-Organizing Network (SON) technology in mobile networks renders the problem of coordinating SON functionalities operating simultaneously critical. S…
Optimal Rate Sampling in 802.11 Systems
Richard Combes, Alexandre Proutiere, Donggyu Yun +2
In 802.11 systems, Rate Adaptation (RA) is a fundamental mechanism allowing transmitters to adapt the coding and modulation scheme as well as the MIMO transmission mode to the radi…
The association problem in wireless networks: a Policy Gradient Reinforcement Learning approach
Richard Combes, Ilham El Bouloumi, Stephane Senecal +1
The purpose of this paper is to develop a self-optimized association algorithm based on PGRL (Policy Gradient Reinforcement Learning), which is both scalable, stable and robust. Th…