Emergent Communication through Negotiation

@article{Cao2018EmergentCT,
  title={Emergent Communication through Negotiation},
  author={Kris Cao and Angeliki Lazaridou and Marc Lanctot and Joel Z. Leibo and Karl Tuyls and Stephen Clark},
  journal={CoRR},
  year={2018},
  volume={abs/1804.03980}
}
Multi-agent reinforcement learning offers a way to study how communication could emerge in communities of agents needing to solve specific problems. In this paper, we study the emergence of communication in the negotiation environment, a semi-cooperative model of agent interaction. We introduce two communication protocols – one grounded in the semantics of the game, and one which is a priori ungrounded and is a form of cheap talk. We show that self-interested agents can use the pre-grounded… CONTINUE READING
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