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Abstract: With intelligence becoming a key trend in the evolution of high-speed railway (HSR) systems, the demand for computational resources from various onboard devices continues to grow. While ...

Abstract: For dynamic task scheduling problems in cloud computing environments, we propose a deep reinforcement learning algorithm based on graph neural networks (GNN-PPO) that enables real-time ...