Traffic Signal Control Optimization Based on Deep Reinforcement Learning with Attention Mechanisms

Author:

Ni Wenlong,Wang Peng,Li Zehong,Li Chuanzhuang

Publisher

Springer Nature Singapore

Reference17 articles.

1. Papageorgiou, M., Diakaki, C., Dinopoulou, V., Kotsialos, A., Wang, Y.: Review of road traffic control strategies. Proc. IEEE 91(12), 2043–2067 (2003). https://doi.org/10.1109/JPROC.2003.819610

2. Sutton, R.S., Barto, A.G., et al.: Introduction to Reinforcement Learning, vol. 135. MIT Press Cambridge (1998)

3. LeCun, Y., Bengio, Y., Hinton, G.: Deep learning. Nature 521(7553), 436–444 (2015)

4. Wang, Z., Schaul, T., Hessel, M., Hasselt, H., Lanctot, M., Freitas, N.: Dueling network architectures for deep reinforcement learning. In: International Conference on Machine Learning, pp. 1995–2003. PMLR (2016)

5. El-Tantawy, S., Abdulhai, B.: An agent-based learning towards decentralized and coordinated traffic signal control. In: 13th International IEEE Conference on Intelligent Transportation Systems, pp. 665–670. IEEE (2010)

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