A Deep Reinforcement Learning Perspective on Internet Congestion Control

Nathan Jay, Noga H. Rotman, Brighten Godfrey, Michael Schapira, Aviv Tamar

Abstract: 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 traf...