T-REX, a new incident benchmark, shows that RL traffic signal controllers are not robust to incident-induced distribution shifts, and that no method dominates across network types.
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Robustness of Reinforcement Learning-Based Traffic Signal Control under Incidents: A Comparative Study
T-REX, a new incident benchmark, shows that RL traffic signal controllers are not robust to incident-induced distribution shifts, and that no method dominates across network types.