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Jeremy Martin Kubica
Postdoctoral Fellow, RI
No longer a member of RI.
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Research Interests

My main research interests are in artificial intelligence, machine learning, and robotics. Specifically, I am interested in the "real world" problems where the information presented is usually very noisy and incomplete. For example, a robot might be programmed to react to a limited set of data from its sensors. This data can be noisy (through normal sensor error), incomplete (through total sensor failures), or even terribly wrong (through undetected sensor failures). How can computers form a meaningful picture from this type of information? Further, how can they make decisions when situated in a dynamic world with this type of noisy information?

Research Interest Keywords
artificial intelligencemachine learningstatistics