PhysicsAI will develop a framework for using deep reinforcement learning to create optimal training data from simulated imagery in order to train machine learning models with improved accuracy, increased robustness, and which support few/zero shot detection for rare objects in high-resolution satellite imagery.
SBIR Topic SCO182-006 is sponsored by the Office of the Secretary of Defense, Strategic Capabilities Office.