Abstract: In order to meet the various demands within the satellite broadband industry and to make better use of the available spectrum, communications satellites are becoming more versatile and ...

Abstract: This paper proposes a hybrid algorithm combining reinforcement learning (RL) and a genetic algorithm (GA) for PDN decap optimization. The trained RL agent uses a graph convolutional neural ...