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    AdaBoost-Bagging deep inverse reinforcement learning for autonomous taxi cruising route and speed planning

    Liu, Shan / Zhang, Ya / Wang, Zhengli et al. | Elsevier | 2023
    Keywords: Inverse reinforcement learning , Ensemble learning

    DRL-TP3: A learning and control framework for signalized intersections with mixed connected automated traffic

    Guo, Yi / Ma, Jiaqi | Elsevier | 2021
    Keywords: Deep Reinforcement Learning , Learning and Control

    A Bayesian deep learning method for freeway incident detection with uncertainty quantification

    Liu, Genwang / Jin, Haolin / Li, Jiaze et al. | Elsevier | 2022
    Keywords: Bayesian deep learning , Machine learning

    Quasi revenue-neutral congestion pricing in cities: Crediting drivers to avoid city centers

    Li, Ye / Ramezani, Mohsen | Elsevier | 2022
    Keywords: Learning-based model predictive control , Machine learning

    Comparing and contrasting choice model and machine learning techniques in the context of vehicle ownership decisions

    Ali, Azam / Kalatian, Arash / Choudhury, Charisma F. | Elsevier | 2023
    Keywords: Machine learning , Explainable machine learning

    Estimating wildlife strike costs at US airports: A machine learning approach

    Altringer, Levi / Navin, Jordan / Begier, Michael J. et al. | Elsevier | 2021
    Keywords: Machine learning

    A deep learning approach for real-time crash prediction using vehicle-by-vehicle data

    Basso, Franco / Pezoa, Raúl / Varas, Mauricio et al. | Elsevier | 2021
    Keywords: Deep learning

    Machine learning for multi-jurisdictional optimal traffic corridor control

    Jacob, Celine / Abdulhai, Baher | Elsevier | 2009
    Keywords: Machine learning , Reinforcement learning , Q-learning

    Coupled application of generative adversarial networks and conventional neural networks for travel mode detection using GPS data

    Li, Linchao / Zhu, Jiasong / Zhang, Hailong et al. | Elsevier | 2020
    Keywords: Deep learning

    A novel method for predicting and mapping the occurrence of sun glare using Google Street View

    Li, Xiaojiang / Cai, Bill Yang / Qiu, Waishan et al. | Elsevier | 2019
    Keywords: Deep learning

    Modeling and predicting vehicle accident occurrence in Chattanooga, Tennessee

    Roland, Jeremiah / Way, Peter D. / Firat, Connor et al. | Elsevier | 2020
    Keywords: Machine learning

    A transfer learning approach to space debris classification using observational light curve data

    Allworth, James / Windrim, Lloyd / Bennett, James et al. | Elsevier | 2021
    Keywords: Machine learning , Transfer learning

    A task-level emergency experience reuse method for freeway accidents onsite disposal with policy distilled reinforcement learning

    Yan, Longhao / Wang, Ping / Qi, Fan et al. | Elsevier | 2023
    Keywords: Transfer learning , Multi-agent reinforcement learning

    Network-wide short-term inflow prediction of the multi-traffic modes system: An adaptive multi-graph convolution and attention mechanism based multitask-learning model

    Yang, Yongjie / Zhang, Jinlei / Yang, Lixing et al. | Elsevier | 2023
    Keywords: Multi-task learning , Deep learning

    Dynamic event-triggered attitude synchronization of multi-spacecraft formation via a learning neural network control approach

    Jia, Qingxian / Gao, Junnan / Zhang, Chengxi et al. | Elsevier | 2023
    Keywords: Learning neural-network control , Iterative learning algorithm

    Prediction of ionospheric total electron content data using spatio-temporal residual network

    Shenvi, Nayana / Chandrasekhar, E. / Kumar, Anurag et al. | Elsevier | 2023
    Keywords: Machine learning , Deep learning

    A Two-stage Learning-based method for Large-scale On-demand pickup and delivery services with soft time windows

    Zhang, Ke / Li, Meng / Wang, Jiguang et al. | Elsevier | 2023
    Keywords: Deep Reinforcement Learning , Transfer Learning

    Short-term prediction of safety and operation impacts of lane changes in oscillations with empirical vehicle trajectories

    Li, Meng / Li, Zhibin / Xu, Chengcheng et al. | Elsevier | 2019
    Keywords: Machine learning

    Kernel adapted extreme learning machine for cross-domain fault diagnosis of aero-engines

    Li, Bing / Xue, Shao-Kai / Fu, Yu-Hui et al. | Elsevier | 2024
    Keywords: Transfer learning , Kernel extreme learning machine

    Learning how to dynamically route autonomous vehicles on shared roads

    Lazar, Daniel A. / Bıyık, Erdem / Sadigh, Dorsa et al. | Elsevier | 2021
    Keywords: Reinforcement learning

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