Lujie Zheng

Statistical Evidence for a DQN-Family Advantage in a Resource-Coupled Satellite-Ground Scheduling Benchmark

Resource-coupled satellite-ground scheduling requires decisions whose computational, energy, thermal, and communication effects persist across task arrivals. We tested whether the deep Q-network (DQN) family provides a reproducible advantage over short-horizon planning in a synth...