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The Process of Teaching a Thing
There's been a lot of success on the supervised learning. But longer term, the process of teaching a thing is something that deserves a lot more attention from the machine learning community. So in my group, we have a project called a baby i, or baby game where there'sa learning agent and a teaching agent. Presumably the teaching agent would eventually be human, but we're not there yet.