240 citations · 377 across the 18 of their papers we have counts for
Showing 2018 · cs.NIShow all
2 papers · 2 filters
cs.NI2018★ 55 cited
Potential and Pitfalls of Multi-Armed Bandits for Decentralized Spatial Reuse in WLANs
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano +3
Spatial Reuse (SR) has recently gained attention to maximize the performance of IEEE 802.11 Wireless Local Area Networks (WLANs). Decentralized mechanisms are expected to be key in…
cs.NI2018
Wireless Optimisation via Convex Bandits: Unlicensed LTE/WiFi Coexistence
Cristina Cano, Gergely Neu
Bandit Convex Optimisation (BCO) is a powerful framework for sequential decision-making in non-stationary and partially observable environments. In a BCO problem, a decision-maker…