3 papers
cs.NI2025
Distributionally Robust Wireless Semantic Communication with Large AI Models
Long Tan Le, Senura Hansaja Wanasekara, Zerun Niu +7
Semantic communication (SemCom) has emerged as a promising paradigm for 6G wireless systems by transmitting task-relevant information rather than raw bits, yet existing approaches…
cs.NI2023
Reinforcement Learning -based Adaptation and Scheduling Methods for Multi-source DASH
Nghia T. Nguyen, Long Luu, Phuong L. Vo +3
Dynamic adaptive streaming over HTTP (DASH) has been widely used in video streaming recently. In DASH, the client downloads video chunks in order from a server. The rate adaptation…
cs.NI2023
Federated Deep Reinforcement Learning-based Bitrate Adaptation for Dynamic Adaptive Streaming over HTTP
Phuong L. Vo, Nghia T. Nguyen, Long Luu +3
In video streaming over HTTP, the bitrate adaptation selects the quality of video chunks depending on the current network condition. Some previous works have applied deep reinforce…