Age of Information Aware VNF Scheduling in Industrial IoT Using Deep Reinforcement Learning

no code implementations • 10 May 2021 • Mohammad Akbari, Mohammad Reza Abedi, Roghayeh Joda, Mohsen Pourghasemian, Nader Mokari, Melike Erol-Kantarci

In this paper, we first utilize single agent low-complex compound action actor-critic RL to cover both discrete and continuous actions and jointly minimize VNF cost and AoI in terms of network resources under end-to end Quality of Service constraints.

reinforcement-learning Reinforcement Learning (RL) +1