Workshop on Machine Learning in Wireless Communications (WMLC)
(August 24-27, 2023, Singapore)
Schedule
Location: Room SR906, NTU@one-north executive center, 11 Slim Barracks Rise, Singapore 138664
Session chair: Howard Yang
1:30 - 1:50pm
Distributed Reinforcement Learning based Delay Sensitive Decentralized Resource Scheduling
Geetha Chandrasekaran; Gustavo de Veciana
1:50 - 2:10pm
Linearly Constrained and Structured Reinforcement Learning Algorithm for Wireless Link Adaptation
Utsav Dey; Arun Rajkumar Chellappa; Lakshmi Narasimhan Theagarajan
2:10 - 2:30pm
Meta Reinforcement Learning for Generalized Multiple Access in Heterogeneous Wireless Networks
Zhaoyang Liu; Xijun Wang; Yan Zhang, Xiang Chen
2:30 - 2:50pm
Deep Reinforcement Learning for Power Control in Secure Broadcast Channels
Antonia Arvanitaki; George J. Stamatakis; Niklas Carlsson; Parthajit Mohapatra; Nikolaos Pappas
2:50 - 3:10pm
Sustainable Service-Oriented RAN Slicing for AI-Native 6G Networks
Chaoqun You; Xingqiu He; Jingyi Xu; Peng Swan Yang; Tony Q. S. Quek