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From Bellemare himself, "I lead the reinforcement learning efforts of the Google Research team in Montréal, Canada. I also supervise a number of graduate students at Mila, of which I am a core industry member.
My research focuses on two complementary problems in reinforcement learning. First comes the problem of representation: How should a learning system structure and update its knowledge about the environment it operates in? The second problem is concerned with exploration: How should the same learning system organize its decisions to be maximally effective at discovering its environment, and in particular acquiring information to build better representations?"
From Bellemare himself, "I lead the reinforcement learning efforts of the Google Research team in Montréal, Canada. I also supervise a number of graduate students at Mila, of which I am a core industry member.
My research focuses on two complementary problems in reinforcement learning. First comes the problem of representation: How should a learning system structure and update its knowledge about the environment it operates in? The second problem is concerned with exploration: How should the same learning system organize its decisions to be maximally effective at discovering its environment, and in particular acquiring information to build better representations?"