2 papers
cs.LG2023
Anomaly Detection for Scalable Task Grouping in Reinforcement Learning-based RAN Optimization
Jimmy Li, Igor Kozlov, Di Wu +2
The use of learning-based methods for optimizing cellular radio access networks (RAN) has received increasing attention in recent years. This coincides with a rapid increase in the…
cs.NI2023
Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios
Yi Tian Xu, Jimmy Li, Di Wu +4
With the continuous growth in communication network complexity and traffic volume, communication load balancing solutions are receiving increasing attention. Specifically, reinforc…