Few-shot Object Grounding and Mapping for Natural Language Robot Instruction Following

Valts Blukis, Ross A. Knepper, Yoav Artzi

We study the problem of learning a robot policy to follow natural language instructions that can be easily extended to reason about new objects. We introduce a few-shot language-co…