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Integrated Learning (IL)
Program Manager: Dr. Todd Hughes
Mission:
The Integrated Learning program seeks to achieve revolutionary advances in Machine Learning by creating systems that opportunistically assemble knowledge from many different sources in order to learn. The goal is to move beyond the current statistically-oriented paradigms via the integration of existing learning, reasoning, and knowledge representation technologies into a coherent artifact that will be able to learn much more quickly and robustly in a wider range of applications. The program is focused upon learning models of action from very sparse data, which will provide the ability to develop more effective military decision/planning support systems at lower costs. Target applications include military airspace management and medical logistics.
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