Optimizing Video Conferencing QoS: A DRL-based Bitrate Allocation Framework

K Ko, S Ryu, N Van Tu… - NOMS 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
As the user count for video-related services continues to grow, ensuring high-quality service
(QoS) for them will become even more crucial in the future. Many studies have been …

Towards Effective Reinforcement Learning in Video Conferencing using Network Status Data and Model Analysis

S Ryu, K Ko, N Van Tu… - NOMS 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Many studies are applying reinforcement learning to real-world problems. However, this is a
difficult problem, and its application in the real world requires solving many challenges …