We elaborate on a learning-based black-box methodology using the Covariance Matrix Adaptation Evolution Strategy (CMA-ES) as a candidate solution for QoS-aware ...

Abstract—In this paper, we explore a radio access scheduling problem, TimeFreqResourceAllocation-v0, proposed by Nokia.

A learning-based black-box methodology using the Covariance Matrix Adaptation Evolution Strategy (CMA-ES) as a candidate solution for QoS-aware scheduling ...

Applications: We illustrate the practical application of QLTT by testing it on a popular radio access scheduling problem in communication engineering [18] .

Radio Access Scheduling using CMA-ES for Optimized QoS in Wireless Networks. PM de Sant Ana, N Marchenko. 2020 IEEE Globecom Workshops (GC Wkshps, 1-6, 2020. 6 ...

2021. Radio Access Scheduling using CMA-ES for Optimized QoS in Wireless Networks. PM de Sant Ana, N Marchenko. 2020 IEEE Globecom Workshops (GC Wkshps, 1-6 ...

Jul 8, 2021 · This article describes the project result of modeling and optimizing Radio Access Network. We have proposed a solution for controlling a large number of ...

Radio Access Scheduling using CMA-ES for Optimized QoS in Wireless Networks. Pedro Maia de Sant Ana; Nikolaj Marchenko. 5:10-5:30. Estimation of Individual ...

5 days ago · (2020). Radio Access Scheduling using CMA-ES for Optimized QoS in Wireless Networks. IEEE Globecom Workshops (GC Wkshps), pp. 1-6.

Radio Access Scheduling using CMA-ES for Optimized QoS in Wireless Networks. P. Santana, and N. Marchenko. GLOBECOM (Workshops), page 1-6. IEEE, (2020 ) ...