Multiagent Soft Actor–Critic for Traffic Light Timing

AbstractDeep reinforcement learning has strong perception and decision-making capabilities that can effectively solve the problem of continuous high-dimensional state-action space and has become the mainstream method in the field of traffic light timing. However, due to model structural defects or d...

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Veröffentlicht in:	Journal of transportation engineering, Part A Part A, 2023-02, Vol.149 (2)
Hauptverfasser:	Wu, Lan, Wu, Yuanming, Qiao, Cong, Tian, Yafang
Format:	Artikel
Sprache:	eng
Schlagworte:	Convergence Data storage Decision making Deep learning Divergence Entropy Multiagent systems Optimization Technical Papers Traffic signals
Online-Zugang:	Volltext
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