All Posts By

Erol Gelenbe, Piotr Fröhlich and Mert Nakip, IITIS-PAN

Publications

Fröhlich P, Gelenbe E, Nowak M. 2021. Reinforcement Learning and Energy-Aware Routing. ACM SIGCOMM 2021 Workshop on Flexible Networks (FlexNets’21).

Conference: ACM SIGCOMM 2021 Workshop on Flexible Networks (FlexNets'21) Authors: Fröhlich P, Gelenbe E, Nowak M. Abstract: We present an approach that uses Reinforcement Learning (RL) with the Random Neural Network (RNN) acting as an adaptive critic, to route traffic in a SDN network, so as to minimize a composite…