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Method for Optimizing an Integrated Flight Control System using Reinforcement Meta-Learning

This technology is a method to incorporate reinforcement meta-learning to the design of a flight control system for missiles. The integration will benefit the control system, as it optimizes it with the help of a simulation environment. The technology removes the need for manual tuning of the control system settings. Background: The flight control...

Published: 7/30/2025 | Inventor(s): Roberto Furfaro, Brian Gaudet

Keywords(s):

Category(s): Technology Classifications > Software & Information Technology, Technology Classifications > Engineering & Physical Sciences > Aerospace Engineering

Method for Line of Sight Bias for Missile Guidance

This innovation uses a deep learning algorithm to learn a curvature parameterization to apply to the line-of-sight unit vector provided by a missile guidance navigation system. In one implementation the bias is computed using a deep neural network with a recurrent layer which allows the network to predict future target behavior from the history of target...

Published: 8/7/2025 | Inventor(s): Brian Gaudet, Roberto Furfaro

Keywords(s):

Category(s): Technology Classifications > Software & Information Technology, Technology Classifications > Engineering & Physical Sciences > Aerospace Engineering