2021

Learning to communicate about shared procedural abstractions

McCarthy, William P., Hawkins, Robert D., Wang, Haoliang et al.

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Many real-world tasks require agents to coordinate their behavior to achieve shared goals.

  • Successful collaboration requires not only adopting the same communicative conventions, but also grounding these conventions in the same task-appropriate conceptual abstractions.
  • We investigate how humans use natural language to collaboratively solve physical assembly problems more effectively over time.
  • Human participants were paired up in an online environment to reconstruct scenes containing two block towers.

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