Kexuan Wang

Fused Constrained Policy Reuse Optimization for Wireless Resource Allocation

An Liu, Zheyuan Zhou, Kexuan Wang

Deep reinforcement learning (DRL) has been widely adopted for wireless resource allocation due to its model-free adaptability. However, online exploration is costly, as randomly initialized policies may violate long-term constraints before sufficient data are collected. Future wi…Read more