2 papers
cs.NI2025
Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving
Wei Mao, Lili Wei, Omid Semiari +2
3GPP Release 18 cell discontinuous transmission and reception (cell DTX/DRX) is an important new network energy saving feature for 5G. As a time-domain technique, it periodically a…
cs.AI2025
Graph Reinforcement Learning for QoS-Aware Load Balancing in Open Radio Access Networks
Omid Semiari, Hosein Nikopour, Shilpa Talwar
Next-generation wireless cellular networks are expected to provide unparalleled Quality-of-Service (QoS) for emerging wireless applications, necessitating strict performance guaran…