A Novel Switch-Type Policy Network for Resource Allocation Problems: Technical Report

Jerrod Wigmore, Brooke Shrader, Eytan Modiano

Deep Reinforcement Learning (DRL) has become a powerful tool for developing control policies in queueing networks, but the common use of Multi-layer Perceptron (MLP) neural network…