Learning Based Deadline Aware Congestion Control

Abstract

A large variety of applications are deadline aware such as 360 degree VR (Virtual Reality), video conference and online gaming. In this paper, we propose a congestion control algorithm using deep reinforcement learning named DRL-CC to make the data arrive before the deadline. The initial experiments validate that our method dramatically increases the number of packets arrived before the deadline compared with existing algorithms.