123 citations · 123 across the 4 of their papers we have counts for
4 papers
Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks
Dun Yuan, Yujin Nam, Amal Feriani +5
Digital twins have shown a great potential in supporting the development of wireless networks. They are virtual representations of 5G/6G systems enabling the design of machine lear…
Communication Load Balancing via Efficient Inverse Reinforcement Learning
Abhisek Konar, Di Wu, Yi Tian Xu +3
Communication load balancing aims to balance the load between different available resources, and thus improve the quality of service for network systems. After formulating the load…
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…
Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs
Seowoo Jang, Soyoung Yoo, Namwoo Kang
Generative design refers to computational design methods that can automatically conduct design exploration under constraints defined by designers. Among many approaches, topology o…