Výsledky vyhledávání - "Brittain, Marc W."

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Tradeoffs When Considering Deep Reinforcement Learning for Contingency Management in Advanced Air Mobility

Autor: Alvarez, Luis E., Brittain, Marc W., Young, Steven D.

Air transportation is undergoing a rapid evolution globally with the introduction of Advanced Air Mobility (AAM) and with it comes novel challenges and opportunities for transforming aviation. As AAM operations introduce increasing heterogeneity in v

Externí odkaz: http://arxiv.org/abs/2407.00197

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Towards a Standardized Reinforcement Learning Framework for AAM Contingency Management

Autor: Alvarez, Luis E., Brittain, Marc W., Breeden, Kara

Advanced Air Mobility (AAM) is the next generation of air transportation that includes new entrants such as electric vertical takeoff and landing (eVTOL) aircraft, increasingly autonomous flight operations, and small UAS package delivery. With these

Externí odkaz: http://arxiv.org/abs/2311.10805

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Improving Autonomous Separation Assurance through Distributed Reinforcement Learning with Attention Networks

Autor: Brittain, Marc W., Alvarez, Luis E., Breeden, Kara

Advanced Air Mobility (AAM) introduces a new, efficient mode of transportation with the use of vehicle autonomy and electrified aircraft to provide increasingly autonomous transportation between previously underserved markets. Safe and efficient navi

Externí odkaz: http://arxiv.org/abs/2308.04958

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