Attention-Enhanced DRPO Reinforcement Learning for SFC Routing and Deployment in Satellite-Terrestrial Integrated Networks

Abstract

To address service function chain routing challenges in satellite-terrestrial integrated networks, an attention-enhanced Direct Reward Policy Optimization(DRPO) method is proposed. Simulations show the proposed method achieves higher utility and admission-rate than Greedy with similar delay.