Deep Reinforcement Learning-Based Satellite-Ground Links Scheduling for Mega Satellite Constellations

We propose a satellite-ground links scheduling algorithm (DRSGLS) based on deep reinforcement learning. Simulation results show that the DRSGLS algorithm outperforms the other two algorithms in average resource utilization, average switch times, and scheduling runtime.