Active learning strategies and active control of complexity growth in naming games

@article{Schueller2015ActiveLS,
  title={Active learning strategies and active control of complexity growth in naming games},
  author={William Schueller and Pierre-Yves Oudeyer},
  journal={2015 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob)},
  year={2015},
  pages={220-227}
}
Naming Games are models of the dynamic formation of lexical conventions in populations of agents. In this work we introduce new Naming Game strategies, using developmental and active learning mechanisms to control the growth of complexity. An information theoretical measure to compare those strategies is introduced, and used to study their impact on the dynamics of the Naming Game. 

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References

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Showing 1-10 of 23 references

Social dynamics: Emergence of language

  • V. Loreto, L. Steels
  • Nature Physics, vol. 3, no. 11, pp. 758–760, .
  • 2007
Highly Influential
10 Excerpts

La naissance d’une langue chez les robots

  • F. Kaplan
  • .
  • 2001
Highly Influential
4 Excerpts

Aux sources de la parole: auto-organisation et évolution

  • P.-Y. Oudeyer
  • Odile Jacob,
  • 2013
1 Excerpt