A momentum-based reward for DRL traffic signal control yields better throughput-emission trade-offs and more stable learning than delay or queue rewards in SUMO simulations.
Design and application of real-time traffic simulation platform based on utc/scoot and vissim,
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Momentum Based Reward Design for Low Emission Traffic Signal Control
A momentum-based reward for DRL traffic signal control yields better throughput-emission trade-offs and more stable learning than delay or queue rewards in SUMO simulations.