SelectLight lets a multi-agent RL policy select unmodified signal plans generated online by distributed MPC, improving delay metrics in simulated urban networks and transferring across demand and topology.
Transportation Research Part C: Emerging Technologies 85, 732–752
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SelectLight: Learning to Select Signal Plans Generated by Distributed Model Predictive Control for Urban Traffic Networks
SelectLight lets a multi-agent RL policy select unmodified signal plans generated online by distributed MPC, improving delay metrics in simulated urban networks and transferring across demand and topology.