Lifelong Deep Learning

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This project, sponsored by AFRL and DARPA, is developing deep learning architectures and algorithms that support continual learning of multiple consecutive tasks.  These methods are being applied to classification problems, such as visual object recognition, and reinforcement learning problems, including the control and coordination of multiple autonomous agents in dynamic environments.