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Towards a Standardized Reinforcement Learning Framework for AAM Contingency Management
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.
Improving Autonomous Separation Assurance through Distributed Reinforcement Learning with Attention Networks
The processing and reasoning on these observations pose challenges due to the various sources of uncertainty in the information while ensuring cooperation with a variable number of aircraft in the airspace.
AAM-Gym: Artificial Intelligence Testbed for Advanced Air Mobility
We introduce AAM-Gym, a research and development testbed for Advanced Air Mobility (AAM).
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