A dynamic ensemble deep deterministic policy gradient recursive network for spatiotemporal traffic speed forecasting in an urban road network

Xiwei Mi,Chengqing Yu,Xinwei Liu,Guangxi Yan, Fuhao Yu,Pan Shang

Digital Signal Processing（2022）

引用 7|浏览3

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摘要

•DDPG is used to dynamically select the Pareto solution of MOICA.•TCN and SRU are used as the main predictors.•The proposed model is compared with nineteen mainstream forecasting models.

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关键词

Spatiotemporal traffic speed forecasting,Deep deterministic policy gradient,Simple recursive network,Temporal convolution network

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