Adaptive Coordination Offsets for Signalized Arterial Intersections using Deep Reinforcement Learning

no code implementations • 6 Aug 2020 • Keith Anshilo Diaz, Damian Dailisan, Umang Sharaf, Carissa Santos, Qijian Gan, Francis Aldrine Uy, May T. Lim, Alexandre M. Bayen

Here, we propose a deep RL framework that dynamically adjusts offsets based on traffic states and preserves the planned phase timings and order derived from model-based methods.

reinforcement-learning Reinforcement Learning (RL)