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

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?

Mots clés: Machine learning; Robotics

Domaines: Intelligence artificielle [cs.AI]

Jean-Baptiste Mouret. Micro-Data Learning: The Other End of the Spectrum. ERCIM News, 2016, 107, pp.2. ⟨10.48550/arXiv.1610.00946⟩. ⟨hal-01374786⟩