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个人简介
I’m a senior researcher at the Johns Hopkins University Applied Physics Lab, working broadly in machine learning and artificial intelligence. I'm particularly interested in the application of reinforcement learning techniques to real-world problems; that is, in methods for ensuring robust performance in large systems with significant uncertainty. My current work reflects these interests, but my technical background is fairly eclectic. I have worked on projects ranging from gravitational wave astronomy (with LIGO) to a device used to measure the ferocity of dunks by the NBA. For my Ph.D. thesis I built a data-driven model of human walking that was applied to control a robotic prosthetic ankle. I generally believe in the ability of technology to benefit society and want my work to be useful, if only in a small way.
研究兴趣
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ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING FOR MULTI-DOMAIN OPERATIONS APPLICATIONS V (2023)
AAAI 2023no. 12 (2023): 15019-15027
CoRR (2023)
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ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING FOR MULTI-DOMAIN OPERATIONS APPLICATIONS V (2023)
ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING FOR MULTI-DOMAIN OPERATIONS APPLICATIONS IV (2022)
CoRR (2022)
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