Language Learning in Multi-Agent Systems

Martin Allen, Claudia V. Goldman, and Shlomo Zilberstein. Language Learning in Multi-Agent Systems. Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence (IJCAI), 1649-1650, Edinburgh, Scotland, 2005.

Abstract

We present the problem of learning to communicate in decentralized and stochastic environments, analyzing it formally in a decision-theoretic context and illustrating the concept experimentally. Our approach allows agents to converge upon coordinated communication and action over time.

Bibtex entry:

@inproceedings{AGZijcai05,
  author	= {Martin Allen and Claudia V. Goldman and Shlomo Zilberstein},
  title		= {Language Learning in Multi-Agent Systems},
  booktitle     = {Proceedings of the Nineteenth International Joint Conference
                   on Artificial Intelligence},
  year		= {2005},
  pages		= {1649-1650},
  address       = {Edinburgh, Scotland},
  url		= {http://rbr.cs.umass.edu/shlomo/papers/AGZijcai05.html}
}

shlomo@cs.umass.edu