Reinforcement Learning for Dynamic Resource Allocation in Optical Networks: Hype or Hope?

Michael Doherty, Robin Matzner, Rasoul Sadeghi +2

The application of reinforcement learning (RL) to dynamic resource allocation in optical networks has been the focus of intense research activity in recent years, with almost 100 p…