Paresh Saxena

An efficient on-policy actor–critic architecture for adaptive bitrate streaming using deep reinforcement learning

Adaptive video streaming is a widely used way of distributing video material over the Internet. It employs adaptive bitrate (ABR) algorithms to ensure a high quality of experience (QoE) for end users under a variety of network situations. However, the dynamic and varied characteristics of emerging 5th generation (5G)...