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Wednesday, July 13, 2005

Tucker Balch's invited talk

I thought Tucker Balch's invited talk yesterday was one of the high points of the conference. It was a great example of how to convince a large group of people that your research is important and interesting while remaining accessable to a larger audience. Most of Tucker's earlier work, or at least the stuff I'm familiar with, is about artificial multi-agents systems e.g. teams of robots. But he seems to have switched focus somewhat dramatically, and is now studying natural multi-agent systems e.g. ant colonies and beehives. He's not a biologist though; instead he has found many applications of machine learning in his endeavor to better track and understand the emergent behavior of these complex, evolved systems. For example, he used vision processing and filtering techniques to automatically track the position of a group of ants. Hence, some poor graduate student's hours of menial labor can now be replaced with a camera. His talk really reminded me of the value of staying grounded in real problems. His contributions did not seem that substantial from a methodological perspective but he found ways to apply existing technologies to real problems in a practical way. The efforts of biologists may be substantially improved as a result.

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