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

Network Traffic Classifier With Convolutional and Recurrent Neural Networks for Internet of Things

Manuel López‐Martín, Belén Carro, Antonio Sánchez-Esguevillas et al. · IEEE Access · 2017 · 747 citations · Full text

Computing, Computer Science, Computer Systems +15

Urban traffic signal control with connected and automated vehicles: A survey

Qiangqiang Guo, Li Li, Xuegang Ban · Transportation Research Part C Emerging Technologies · 2019 · 453 citations

Engineering, Autonomous Systems, Autonomous Vehicles +9

Rule-interposing deep reinforcement learning based energy management strategy for power-split hybrid electric vehicle

Renzong Lian, Jiankun Peng, Yuankai Wu et al. · Energy · 2020 · 348 citations

Engineering, Automotive Engineering, Electric Vehicle Engineering +15

Application of deep reinforcement learning to intrusion detection for supervised problems

Manuel López‐Martín, Belén Carro, Antonio Sánchez-Esguevillas · Expert Systems with Applications · 2019 · 344 citations

Computing, Computer Engineering, Computer Science +12

Intelligent multi-zone residential HVAC control strategy based on deep reinforcement learning

Yan Du, Helia Zandi, Olivera Kotevska et al. · Applied Energy · 2020 · 247 citations · Full text

Architecture, Building Science, Computer Science +12