Reinforcement Learning in Mobile Communication Networks

Using OpenAI Gym and GNU Radio to Improve 5G

14:4012/11/2021

The openAI foundation built with Gym a toolkit for developing reinforcement learning algorithms and applying them in different environments.
GNU Radio on the other hand is a free open source tool for software radio and signal processing.
Those two tools combined create a powerful framework for researchers when it comes to applying machine learning approaches to radio-related problems.
In this talk, we will focus on how we can improve the next generation of mobile communication using reinforcement learning and open-source software, accessible for everyone.