QoS-Aware Scheduling in New Radio Using Deep Reinforcement Learning

no code implementations • 14 Jul 2021 • Jakob Stigenberg, Vidit Saxena, Soma Tayamon, Euhanna Ghadimi

Fifth-generation (5G) New Radio (NR) cellular networks support a wide range of new services, many of which require an application-specific quality of service (QoS), e. g. in terms of a guaranteed minimum bit-rate or a maximum tolerable delay.

reinforcement-learning Reinforcement Learning (RL) +1

Frank-Wolfe optimization for deep networks

no code implementations • 6 Jun 2020 • Jakob Stigenberg

Deep neural networks is today one of the most popular choices in classification, regression and function approximation.

regression