Learning to Interpret Natural Language Instructions

نویسندگان

  • Monica Babes-Vroman
  • James MacGlashan
  • Ruoyuan Gao
  • Kevin Winner
  • Richard Adjogah
  • Marie desJardins
  • Michael Littman
  • Smaranda Muresan
چکیده

This paper addresses the problem of training an artificial agent to follow verbal instructions representing high-level tasks using a set of instructions paired with demonstration traces of appropriate behavior. From this data, a mapping from instructions to tasks is learned, enabling the agent to carry out new instructions in novel environments.

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تاریخ انتشار 2012