基本信息
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职业迁徙
个人简介
I am interested in symmetry, a powerful and uniform way to describe patterns and regularities that appear in the real world and therefore in machine learning. Finding and exploiting symmetries is one approach to solving problems that seem intractable but are simplified by uncovering their hidden structure. I am especially interested in learning representations of data that expose its symmetries.
I also work on online learning and sequential decision making, where an agent learns incrementally as it continuously interacts with the world. In particular, I focus on bandit problems and reinforcement learning, both involving agents that learn to maximize a reward which tells them how effective their actions are.
I also work on online learning and sequential decision making, where an agent learns incrementally as it continuously interacts with the world. In particular, I focus on bandit problems and reinforcement learning, both involving agents that learn to maximize a reward which tells them how effective their actions are.
研究兴趣
论文共 9 篇作者统计合作学者相似作者
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semanticscholar(2021)
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ICML'16: Proceedings of the 33rd International Conference on International Conference on Machine Learning - Volume 48 (2016): 1254-1262
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user-5f165ac04c775ed682f5819f(2013)
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D-Core
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