Rockwell Collins, Inc.

Christopher Truong

Sarah Barber

Felix B Turcios

Bradley R Thompson

Tiffany D Williamson

Hannah C Lehman

A method for oversteering an aircraft to perform an optimal turn along a taxiway includes determining a learning environment based on at least one of a taxiway width, a taxiway centerline, and a taxiway radius of curvature, selecting an action for an agent in the environment, determining a reward for the determined environment and the selected action, repeating the steps of selecting the action and determining the reward to determine a model supporting an optimal turn, and using the determined model to at least one of determine control signals for an aircraft and providing guidance to a user to perform the optimal turn along the taxiway. The agent is an aircraft having a minimum turn radius. The action includes a nose wheel displacement and a nose wheel angle. The reward is determined based on a distance between a path of one or more landing gear wheels and a path of the taxiway.

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Germantown, MD, United States of America

Christopher Truong