Search Results for author: Zhenyu Gao

Found 5 papers, 3 papers with code

Noise-Aware and Equitable Urban Air Traffic Management: An Optimization Approach

no code implementations1 Jan 2024 Zhenyu Gao, Yue Yu, Qinshuang Wei, Ufuk Topcu, John-Paul Clarke

Urban air mobility (UAM), a transformative concept for the transport of passengers and cargo, faces several integration challenges in complex urban environments.

Fairness Management

Class Binarization to NeuroEvolution for Multiclass Classification

1 code implementation26 Aug 2023 Gongjin Lan, Zhenyu Gao, Lingyao Tong, Ting Liu

In this paper, we apply class binarization techniques to a neuroevolution algorithm, NeuroEvolution of Augmenting Topologies (NEAT), that is used to generate neural networks for multiclass classification.

Binarization Binary Classification +1

Improved Aircraft Environmental Impact Segmentation via Metric Learning

no code implementations24 Jun 2023 Zhenyu Gao, Dimitri N. Mavris

Accurate modeling of aircraft environmental impact is pivotal to the design of operational procedures and policies to mitigate negative aviation environmental impact.

Metric Learning Segmentation

Risk-aware Urban Air Mobility Network Design with Overflow Redundancy

1 code implementation8 Jun 2023 Qinshuang Wei, Zhenyu Gao, John-Paul Clarke, Ufuk Topcu

In our methodology, we first model how disruptions to a given UAM network might impact on the nominal traffic flow and how this flow might be re-accommodated on an extended network with reserve capacity.

Management

A Framework for Learning Predator-prey Agents from Simulation to Real World

1 code implementation29 Oct 2020 Jiunhan Chen, Zhenyu Gao

In such a framework, users only need to focus on algorithms without being worried about the detail of manipulating robots in both simulation and the real world.

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