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20242026
most citedA Simple Framework Towards Vision-based Traffic Signal Control with Microscopic Simulation

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cs.AI2026

OracleTSC: Oracle-Informed Reward Hurdle and Uncertainty Regularization for Traffic Signal Control

Darryl Jacob, Xinyu Liu, Muchao Ye +2

Transparent decision-making is essential for traffic signal control (TSC) systems to earn public trust. However, traditional reinforcement learning-based TSC methods function as bl…