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101
Guardauto: a decentralized runtime protection system for autonomous driving
Published 2022Subjects: Get full text
Journal Article -
102
CoPEM: cooperative perception error models for autonomous driving
Published 2023Get full text
Conference Paper -
103
Trajectory prediction for autonomous driving using deep learning approach
Published 2023Get full text
Final Year Project (FYP) -
104
Human-guided reinforcement learning: methodology and application to autonomous driving
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 -
105
Fear-neuro-inspired reinforcement learning for safe autonomous driving
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 -
106
End to end autonomous driving simulation based on reinforcement learning
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) -
107
Trajectory prediction for autonomous driving using deep learning approach
Published 2024Subjects: Get full text
Final Year Project (FYP) -
108
Trajectory prediction for autonomous driving using deep learning approach
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) -
109
Why not explain? effects of explanations on human perceptions of autonomous driving
Published 2021Conference item -
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113
Machine learning approach in identifying speed breakers for autonomous driving: an overview
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 -
114
Exploring Adversarial Robustness of LiDAR Semantic Segmentation in Autonomous Driving
Published 2023-12-01Get full text
Article -
115
A methodological approach on studying policy-making of autonomous driving in cities
Published 2019-12-01Subjects: “…autonomous driving…”
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Article -
116
Real-Time Evaluation of Perception Uncertainty and Validity Verification of Autonomous Driving
Published 2023-03-01Subjects: “…autonomous driving…”
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Article -
117
A Bayesian Surprise Approach in Designing Cognitive Radar for Autonomous Driving
Published 2022-05-01Get full text
Article -
118
A VINS Combined With Dynamic Object Detection for Autonomous Driving Vehicles
Published 2022-01-01Subjects: Get full text
Article -
119
A LiDAR Multi-Object Detection Algorithm for Autonomous Driving
Published 2023-11-01Subjects: “…autonomous driving…”
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Article -
120
Collaborative Autonomous Driving—A Survey of Solution Approaches and Future Challenges
Published 2021-05-01Get full text
Article