activity
20232025
most citedA Reinforcement Learning Approach to Quiet and Safe UAM Traffic Management

4 citations · 6 across the 7 of their papers we have counts for

collaborators

7 papers

cs.MA2025

Iterative Negotiation and Oversight: A Case Study in Decentralized Air Traffic Management

Jaehan Im, John-Paul Clarke, Ufuk Topcu +1

Achieving consensus among self-interested agents remains challenging in decentralized multi-agent systems, where agents often have conflicting preferences. Existing coordination me…

cs.MA2025

Integrated Noise and Safety Management in UAM via A Unified Reinforcement Learning Framework

Surya Murthy, Zhenyu Gao, John-Paul Clarke +1

Urban Air Mobility (UAM) envisions the widespread use of small aerial vehicles to transform transportation in dense urban environments. However, UAM faces critical operational chal…

cs.MA2025★ 4 cited

A Reinforcement Learning Approach to Quiet and Safe UAM Traffic Management

Surya Murthy, John-Paul Clarke, Ufuk Topcu +1

Urban air mobility (UAM) is a transformative system that operates various small aerial vehicles in urban environments to reshape urban transportation. However, integrating UAM into…

eess.SY2025

The Reliability of Remotely Piloted Aircraft System Performance under Aeronautical Communication Uncertainties

Yutian Pang, Andrew Paul Kendall, John-Paul Clarke

Mission-critical operations of highly maneuverable Remotely Piloted Aircraft Systems (RPAS) require reliable communication to ensure safe integration into existing airspace. Unders…

eess.SY2024

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

Zhenyu Gao, Yue Yu, Qinshuang Wei +2

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

cs.CE2023★ 1 cited

Developing 3D Virtual Safety Risk Terrain for UAS Operations in Complex Urban Environments

Zhenyu Gao, John-Paul Clarke, Javid Mardanov +1

Unmanned Aerial Systems (UAS), an integral part of the Advanced Air Mobility (AAM) vision, are capable of performing a wide spectrum of tasks in urban environments. The societal in…

math.OC2023★ 1 cited

Alpha-Fair Routing in Urban Air Mobility with Risk-Aware Constraints

Yue Yu, Zhenyu Gao, Sarah H. Q. Li +3

In the vision of urban air mobility, air transport systems serve the demands of urban communities by routing flight traffic in networks formed by vertiports and flight corridors. W…