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    Risk-aware and Robust Approaches for Machine Learning-supported Model Predictive Control for Iterative Processes

    Free access
    Morabito, Bruno | TIBKAT | 2024
    Keywords: Maschinelles Lernen

    Traffic Lights Control Using Reinforcement Learning: A Comparative Study

    Errajraji, Khalid / Bouayad, Anas / Fardousse, Khalid | Springer Verlag | 2024
    Keywords: Reinforcement learning , Q-learning , Deep Q-learning

    GraphCast for solving the air transportation nexus among safety, efficiency, and resilience

    Free access
    Sebastian Wandelt / Xiaoqian Sun / Jun Zhang | DOAJ | 2024
    Keywords: Machine learning

    Data-Driven Method for Real-Time Reconstruction of the Structural Displacement Field

    Yan, Jun / Du, Hongze / Bu, Yufeng et al. | ASCE | 2024
    Keywords: Deep learning

    Human as AI mentor: Enhanced human-in-the-loop reinforcement learning for safe and efficient autonomous driving

    Free access
    Zilin Huang / Zihao Sheng / Chengyuan Ma et al. | DOAJ | 2024
    Keywords: Deep reinforcement learning , Human-in-the-loop learning

    Advancing Short-Term Traffic Congestion Prediction: Navigating Challenges in Learning-Based Approaches

    Wang, Chen / Atkison, Travis / Duan, Qiuhua | Springer Verlag | 2024
    Keywords: Deep Learning , Machine Learning

    Path Planning Method for Unmanned Aerial Vehicle Based on Signal Reception Strength

    Yan, Yajing / Wu, Bi / Xuan, Yongbo et al. | Springer Verlag | 2024
    Keywords: Q-Learning Algorithm

    Artificial Intelligence-Based Field-Programmable Gate Array Accelerator for Electric Vehicles Battery Management System

    Patil , B. P. / Nagarale, Satyashil D. | SAE Technical Papers | 2024
    Keywords: Machine learning

    An Energy Management Strategy for Traction Substation with ESS Based on Reinforcement Learning

    Luo, Jiaming / Wei, Xiaoguang / Gao, Shibin et al. | Springer Verlag | 2024
    Keywords: Reinforcement learning

    UAV Trajectory and Phase Shift Design for IRS-Assisted UAV Data Collection: A Deep Reinforcement Learning Approach

    Wang, Zhandong / Peng, Liang / Han, Jinling et al. | Springer Verlag | 2024
    Keywords: Deep reinforcement learning (DRL)

    Adaptive Traffic Control Using Cooperative Communication Through Visible Light

    Free access
    Vieira, Manuel Augusto / Vieira, Manuela / Louro, Paula et al. | Springer Verlag | 2024
    Keywords: Deep reinforcement learning model

    Artificial Intelligence for Spectral Analysis: a Comprehensive Framework

    Free access
    Xie, Xiang | TIBKAT | 2023
    Keywords: Maschinelles Lernen

    2023 IEEE Cognitive Communications for Aerospace Applications Workshop (CCAAW) : 20-22 June 2023 : conference location: Cleveland, Ohio, USA

    IEEE Cognitive Communications for Aerospace Applications Workshop / Institute of Electrical and Electronics Engineers | TIBKAT | 2023
    Keywords: Maschinelles Lernen

    Learning motion skills for a humanoid robot

    Free access
    Bestmann, Marc / Universität Hamburg | TIBKAT | 2023
    Keywords: Maschinelles Lernen , Bestärkendes Lernen

    Gaussian Processes in Control: Performance Guarantees through Efficient Learning

    Free access
    Lederer, Armin | TIBKAT | 2023
    Keywords: Maschinelles Lernen

    Self-supervised learning of primitive-based robotic manipulation

    Free access
    Berscheid, Lars | TIBKAT | 2023
    Keywords: Maschinelles Lernen

    dashPORT : individueller Endbericht zum Forschungsprojekt Port Energy Management Dashboard Digitale Leitwarte zur Analyse und Steuerung von Energieflüssen in Häfen : dashPORT

    Free access
    Küchle, Julius / Schmitz, Oliver / Klaus, Alexander et al. | TIBKAT | 2023
    Keywords: Maschinelles Lernen

    Batteriesimulation mittels dynamischer Datenmodelle für die Entwicklung elektrischer Antriebe

    Free access
    Gesner, Philipp / Technische Universität Dresden | TIBKAT | 2023
    Keywords: Maschinelles Lernen

    Leveraging reinforcement learning for dynamic traffic control: A survey and challenges for field implementation

    Free access
    Yu Han / Meng Wang / Ludovic Leclercq | DOAJ | 2023
    Keywords: Reinforcement learning , Learning cost

    Sampling-based exploration strategies for mobile robot autonomy

    Free access
    Steinbrink, Marco | TIBKAT | 2023
    Keywords: Maschinelles Lernen

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