ML Anthology

Language Learning in Multi-Agent Systems

Martin Allen, Claudia V. Goldman, Shlomo Zilberstein
IJCAI 2005 pp. 1649-1650
/ijcai/2005/allen2005ijcai-language/

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.

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Text

Allen et al. "Language Learning in Multi-Agent Systems." International Joint Conference on Artificial Intelligence, 2005.

Markdown

[Allen et al. "Language Learning in Multi-Agent Systems." International Joint Conference on Artificial Intelligence, 2005.](https://mlanthology.org/ijcai/2005/allen2005ijcai-language/)

BibTeX

@inproceedings{allen2005ijcai-language,
  title     = {{Language Learning in Multi-Agent Systems}},
  author    = {Allen, Martin and Goldman, Claudia V. and Zilberstein, Shlomo},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {2005},
  pages     = {1649-1650},
  url       = {https://mlanthology.org/ijcai/2005/allen2005ijcai-language/}
}