Towards Explainable Reinforcement Learning in Optical Networks: The RMSA Use Case.

Omran Ayoub Carlos Natalino Paolo Monti

Published in: OFC (2024)

Keyphrases

optical networks
reinforcement learning
function approximation
service differentiation
wavelength division multiplexing
learning algorithm
state space
wireless networks
markov decision processes
optimal policy
routing and wavelength assignment
artificial intelligence
social networks
high level
multi agent