The conversation between human and AI assistant.
[|Human|] Create a 1-2 sentence summary of this research paper:
[|AI|] This research paper presents the advancement of an AI system designed to facilitate natural language-based communication between humans and robots, emphasizing its potential use in assisting homeowners.
[|Human|] 
Create a 1-2 sentence summary of this research paper: