The Boeing Company

Calvin Chung

Deepak Khosla

Yang Chen

Kevin R Martin

Michael A Warren

Sean Soleyman

Joshua G Fadaie

Charles Richard Tullock

Ignacio M Soriano

Shawn Moffit

Apparatus and methods for training a machine learning algorithm (MLA) to control a first aircraft in an environment that comprises the first aircraft and a second aircraft are described. Training of the MLA can include: the MLA determining a first-aircraft action for the first aircraft to take within the environment; sending the first-aircraft action from the MLA; after sending the first-aircraft action, receiving an observation of the environment and a reward signal at the MLA, the observation including information about the environment after the first aircraft has taken the first-aircraft action and the second aircraft has taken a second-aircraft action, the reward signal indicating a score of performance of the first-aircraft action based on dynamic and kinematic properties of the second aircraft; and updating the MLA based on the observation of the environment and the reward signal.

Autonomous behavior generation for aircraft

Growing community of inventors

Saint Louis, MO, United States of America

Calvin Chung