Intervention-Assisted Policy Gradient Methods for Online Stochastic Queuing Network Optimization: Technical Report

Jerrod Wigmore, Brooke Shrader, Eytan Modiano

Deep Reinforcement Learning (DRL) offers a powerful approach to training neural network control policies for stochastic queuing networks (SQN). However, traditional DRL methods rel…