A CNN-VAE global representation plus PPO yields faster training and stable control on grid networks, though the claimed superiority over baselines is inconsistent across scenarios.
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MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control
A CNN-VAE global representation plus PPO yields faster training and stable control on grid networks, though the claimed superiority over baselines is inconsistent across scenarios.