Research Topic
Department
I study ways to ensure the safety of artificial intelligence (AI) systems, with emphases on ensuring the safety and fairness of machine learning (ML) algorithms and on creating safe and practical reinforcement learning (RL) algorithms. My lab's recent work includes efforts to create machine learning algorithms that aren't just seemingly fair today, but which can (with high probability) reduce social inequality in the long term.
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