Zobrazeno 1 - 10
of 40
pro vyhledávání: '"Pang, Yutian"'
Air traffic control (ATC) is a safety-critical service system that demands constant attention from ground air traffic controllers (ATCos) to maintain daily aviation operations. The workload of the ATCos can have negative effects on operational safety
Externí odkaz:
http://arxiv.org/abs/2307.10559
Accurately detecting crack boundaries is crucial for reliability assessment and risk management of structures and materials, such as structural health monitoring, diagnostics, prognostics, and maintenance scheduling. Uncertainty quantification of cra
Externí odkaz:
http://arxiv.org/abs/2302.06827
Neural Networks (NNs) have been widely {used in supervised learning} due to their ability to model complex nonlinear patterns, often presented in high-dimensional data such as images and text. However, traditional NNs often lack the ability for uncer
Externí odkaz:
http://arxiv.org/abs/2210.08608
Behavior prediction plays an important role in integrated autonomous driving software solutions. In behavior prediction research, interactive behavior prediction is a less-explored area, compared to single-agent behavior prediction. Predicting the mo
Externí odkaz:
http://arxiv.org/abs/2208.13848
Publikováno v:
In Journal of Air Transport Management November 2024 121
In multi-agent reinforcement learning (MARL), it is challenging for a collection of agents to learn complex temporally extended tasks. The difficulties lie in computational complexity and how to learn the high-level ideas behind reward functions. We
Externí odkaz:
http://arxiv.org/abs/2110.00096
To evaluate the robustness gain of Bayesian neural networks on image classification tasks, we perform input perturbations, and adversarial attacks to the state-of-the-art Bayesian neural networks, with a benchmark CNN model as reference. The attacks
Externí odkaz:
http://arxiv.org/abs/2106.09223
Publikováno v:
In Neurocomputing 7 January 2024 564
Publikováno v:
In Transportation Research Part C January 2024 158
Publikováno v:
In Reliability Engineering and System Safety December 2023 240