Micro-Data Learning: The Other End of the Spectrum

10/04/2016 ∙ by Jean-Baptiste Mouret, et al. ∙ 0

Many fields are now snowed under with an avalanche of data, which raises considerable challenges for computer scientists. Meanwhile, robotics (among other fields) can often only use a few dozen data points because acquiring them involves a process that is expensive or time-consuming. How can an algorithm learn with only a few data points?

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