2019

Capacity, Bandwidth, and Compositionality in Emergent Language Learning

Resnick, Cinjon, Gupta, Abhinav, Foerster, Jakob et al.

Understand

Many recent works have discussed the propensity, or lack thereof, for emergent languages to exhibit properties of natural languages.

  • A favorite in the literature is learning compositionality.
  • We note that most of those works have focused on communicative bandwidth as being of primary importance.
  • While important, it is not the only contributing factor.

Reading the bibliography…