Showing 101 - 120 results of 2,184 for search '"autonomous driving"', query time: 0.10s Refine Results
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    Human-guided reinforcement learning: methodology and application to autonomous driving by Wu, Jingda

    Published 2023
    “…The proposed methodology in this thesis can contribute to the development of learning-based autonomous driving techniques and has the potential to be applied in a broader range of contexts.…”
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    Thesis-Doctor of Philosophy
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    Fear-neuro-inspired reinforcement learning for safe autonomous driving by He, Xiangkun, Wu, Jingda, Huang, Zhiyu, Hu, Zhongxu, Wang, Jun, Sangiovanni-Vincentelli, Alberto, Lv, Chen

    Published 2024
    “…Drawing inspiration from this scientific discovery, we present a fear-neuro-inspired reinforcement learning framework to realize safe autonomous driving through modeling the amygdala functionality. …”
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    Journal Article
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    End to end autonomous driving simulation based on reinforcement learning by Wong, Kenzhi Iskandar

    Published 2024
    “…This paper presents a comprehensive study that explores the application of reinforcement learning (RL) algorithms, specifically Deep Q-Network (DQN) and Soft Actor Critic (SAC), in the context of end-to-end autonomous driving. The research project utilizes the SMARTS Simulator, an open-source software tailored for RL applications in autonomous driving scenarios. …”
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    Final Year Project (FYP)
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    Trajectory prediction for autonomous driving using deep learning approach by Du, Weifang

    Published 2024
    “…This project presents a detailed exploration of trajectory prediction models in autonomous driving, a critical component for enhancing the safety and efficiency of autonomous vehicles. …”
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    Final Year Project (FYP)
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    Machine learning approach in identifying speed breakers for autonomous driving: an overview by Choong, Chun Sern, Ahmad Fakhri, Ab. Nasir, Anwar, P. P. Abdul Majeed, Muhammad Aizzat, Zakaria, Mohd Azraai, M. Razman

    Published 2018
    “…Advanced control systems for autonomous driving is capable of nav-igating vehicles without human interaction with appropriate devices by sensing the environment nearby the vehicle. …”
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    Book Chapter
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    A LiDAR Multi-Object Detection Algorithm for Autonomous Driving by Shuqi Wang, Meng Chen

    Published 2023-11-01
    Subjects: “…autonomous driving…”
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    Article
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