Corpus ID: 13548281

Emergence of Grounded Compositional Language in Multi-Agent Populations

@inproceedings{Mordatch2018EmergenceOG,
  title={Emergence of Grounded Compositional Language in Multi-Agent Populations},
  author={Igor Mordatch and P. Abbeel},
  booktitle={AAAI},
  year={2018}
}
  • Igor Mordatch, P. Abbeel
  • Published in AAAI 2018
  • Computer Science
  • By capturing statistical patterns in large corpora, machine learning has enabled significant advances in natural language processing, including in machine translation, question answering, and sentiment analysis. However, for agents to intelligently interact with humans, simply capturing the statistical patterns is insufficient. In this paper we investigate if, and how, grounded compositional language can emerge as a means to achieve goals in multi-agent populations. Towards this end, we propose… CONTINUE READING
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