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I am interested in developing algorithms that enable machines to acquire more general notions of intelligence via knowledge transfer. This includes representing and structuring the knowledge from previous tasks, allowing machines to transfer and apply the knowledge to quickly learn the current task with minimal human supervision, and autonomously evaluating the success of knowledge transfer.