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Micro-Data Learning: The Other End of the Spectrum

Jean-Baptiste Mouret 1
1 LARSEN - Lifelong Autonomy and interaction skills for Robots in a Sensing ENvironment
Inria Nancy - Grand Est, LORIA - AIS - Department of Complex Systems, Artificial Intelligence & Robotics
Abstract : 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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Submitted on : Saturday, October 1, 2016 - 1:17:31 PM
Last modification on : Wednesday, November 3, 2021 - 7:08:56 AM
Long-term archiving on: : Monday, January 2, 2017 - 12:55:02 PM


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Distributed under a Creative Commons Attribution 4.0 International License


  • HAL Id : hal-01374786, version 1
  • ARXIV : 1610.00946


Jean-Baptiste Mouret. Micro-Data Learning: The Other End of the Spectrum. ERCIM News, ERCIM, 2016, pp.2. ⟨hal-01374786⟩



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