Reinforcement Learning Based Joint Allocation Scheme in a TWDM-PON Based mMIMO Fronthaul Network

We propose a reinforcement-learning based joint allocation algorithm for TWDM-PON based mMIMO fronthaul network. By adopting the combined Pointer Network and Actor Critic algorithm, we realize superior performance in resource block and wavelength utilization efficiencies.