Multi-Objective Routing and Resource Allocation Based on Reinforcement Learning in Optical Transport Networks

We propose a multi-objective routing and resource allocation algorithm baesd on reinforcement learning in optical transport networks. Results show promising results by achieving the shortest route and by using the least number of wavelength converters.