Double-Dueling-DQN-to-control-traffic-lights-on-SUMO

This is the implementation of paper: "A Deep Reinforcement Learning Network for Traffic Light Cycle Control", IEEE Transactions on Vehicular Technology, Vol. 68, Iss. 2, pp. 1243 - 1253. Feb. 2019. DOI: 10.1109/TVT.2018.2890726

The preliminary report was submitted in Arxiv as "Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks" on https://arxiv.org/abs/1803.11115

System Environment

Operating system: Linux

Environment: SUMO

Development: TensorFlow, Slim