Corpus ID: 219530547

Incorporating Pragmatic Reasoning Communication into Emergent Language

@article{Kang2020IncorporatingPR,
  title={Incorporating Pragmatic Reasoning Communication into Emergent Language},
  author={Yipeng Kang and Tonghan Wang and Gerard de Melo},
  journal={ArXiv},
  year={2020},
  volume={abs/2006.04109}
}
  • Yipeng Kang, Tonghan Wang, Gerard de Melo
  • Published 2020
  • Computer Science
  • ArXiv
  • Emergentism and pragmatics are two research fields that study the dynamics of linguistic communication along substantially different timescales and intelligence levels. From the perspective of multi-agent reinforcement learning, they correspond to stochastic games with reinforcement training and stage games with opponent awareness. Given that their combination has been explored in linguistics, we propose computational models that combine short-term mutual reasoning-based pragmatics with long… CONTINUE READING

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