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04/29/2022
Line of Sight Curvature for Missile Guidance using Reinforcement Meta-Learning
We use reinforcement meta learning to optimize a line of sight curvature...
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01/15/2022
Extracting Space Situational Awareness Events from News Text
Space situational awareness typically makes use of physical measurements...
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12/16/2021
Integrated Guidance and Control for Lunar Landing using a Stabilized Seeker
We develop an integrated guidance and control system that in conjunction...
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11/15/2021
VisualEnv: visual Gym environments with Blender
In this paper VisualEnv, a new tool for creating visual environment for ...
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10/01/2021
Terminal Adaptive Guidance for Autonomous Hypersonic Strike Weapons via Reinforcement Learning
An adaptive guidance system suitable for the terminal phase trajectory o...
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09/08/2021
Integrated and Adaptive Guidance and Control for Endoatmospheric Missiles via Reinforcement Learning
We apply the meta reinforcement learning framework to optimize an integr...
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07/30/2021
Adaptive Approach Phase Guidance for a Hypersonic Glider via Reinforcement Meta Learning
We use Reinforcement Meta Learning to optimize an adaptive guidance syst...
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05/15/2020
Extreme Theory of Functional Connections: A Physics-Informed Neural Network Method for Solving Parametric Differential Equations
In this work we present a novel, accurate, and robust physics-informed m...
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04/18/2020
Reinforcement Meta-Learning for Interception of Maneuvering Exoatmospheric Targets with Parasitic Attitude Loop
We use Reinforcement Meta-Learning to optimize an adaptive integrated gu...
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11/16/2019
Six Degree-of-Freedom Hovering using LIDAR Altimetry via Reinforcement Meta-Learning
We optimize a six degrees of freedom hovering policy using reinforcement...
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07/13/2019
Seeker based Adaptive Guidance via Reinforcement Meta-Learning Applied to Asteroid Close Proximity Operations
Current practice for asteroid close proximity maneuvers requires extreme...
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01/25/2019
End to End Satellite Servicing and Space Debris Management
There is growing demand for satellite swarms and constellations for glob...
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01/12/2019
Learning Accurate Extended-Horizon Predictions of High Dimensional Trajectories
We present a novel predictive model architecture based on the principles...
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09/06/2018
On-Orbit Smart Camera System to Observe Illuminated and Unilluminated Space Objects
The wide availability of Commercial Off-The-Shelf (COTS) electronics tha...
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09/06/2018
