Search Results - roberto+furfaro

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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: 7/30/2025   |   Inventor(s): Brian Gaudet, Roberto Furfaro
Keywords(s):  
Category(s): Technology Classifications > Software & Information Technology, Technology Classifications > Engineering & Physical Sciences > Aerospace Engineering