Noga Rotman

A Deep Reinforcement Learning Perspective on Internet Congestion Control

We present and investigate a novel and timely application domain for deep reinforcement learning (RL): Internet congestion control. Congestion control is the core networking task of modulating traffic sources’ data-transmission rates to efficiently utilize network capacity, and is the subject of ext…