RL-CNN: Reinforcement Learning-designed Convolutional Neural Network for Urban Traffic Flow Estimation
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[1] Quoc V. Le,et al. Neural Architecture Search with Reinforcement Learning , 2016, ICLR.
[2] Stephen Marshall,et al. Activation Functions: Comparison of trends in Practice and Research for Deep Learning , 2018, ArXiv.
[3] Dijiang Huang,et al. Short term traffic flow prediction based on on-line sequential extreme learning machine , 2016, 2016 Eighth International Conference on Advanced Computational Intelligence (ICACI).
[4] Hang Lei,et al. Hyperparameter Optimization for Machine Learning Models Based on Bayesian Optimization , 2019 .
[5] Gianluca Pollastri,et al. A neural network approach to ordinal regression , 2007, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).
[6] Yu Zheng,et al. Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction , 2016, AAAI.
[7] D. T. Lee,et al. Travel-time prediction with support vector regression , 2004, IEEE Transactions on Intelligent Transportation Systems.
[8] Petro Liashchynskyi,et al. Grid Search, Random Search, Genetic Algorithm: A Big Comparison for NAS , 2019, ArXiv.
[9] Ramesh Raskar,et al. Designing Neural Network Architectures using Reinforcement Learning , 2016, ICLR.
[10] Geoffrey E. Hinton,et al. Rectified Linear Units Improve Restricted Boltzmann Machines , 2010, ICML.
[11] Susana Sargento,et al. PortoLivingLab: An IoT-Based Sensing Platform for Smart Cities , 2018, IEEE Internet of Things Journal.
[12] Wei-Chiang Hong,et al. Traffic flow forecasting by seasonal SVR with chaotic simulated annealing algorithm , 2011, Neurocomputing.
[13] Zili Zhang,et al. A distributed spatial-temporal weighted model on MapReduce for short-term traffic flow forecasting , 2016, Neurocomputing.
[14] Nicholas G. Polson,et al. Deep Learning Predictors for Traffic Flows , 2016 .
[15] Cyrus Shahabi,et al. Graph Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting , 2017, ArXiv.
[16] Tianqi Chen,et al. XGBoost: A Scalable Tree Boosting System , 2016, KDD.
[17] Susana Sargento,et al. Reinforcement Learning-designed LSTM for Trajectory and Traffic Flow Prediction , 2021, 2021 IEEE Wireless Communications and Networking Conference (WCNC).
[18] Yunpeng Wang,et al. Large-Scale Transportation Network Congestion Evolution Prediction Using Deep Learning Theory , 2015, PloS one.
[19] Der-Horng Lee,et al. Short-term freeway traffic flow prediction : Bayesian combined neural network approach , 2006 .
[20] Fei-Yue Wang,et al. Traffic Flow Prediction With Big Data: A Deep Learning Approach , 2015, IEEE Transactions on Intelligent Transportation Systems.
[21] Wenhao Huang,et al. Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning , 2014, IEEE Transactions on Intelligent Transportation Systems.