Research on dynamic generation of smart home scenarios based on"one-click group invitation"joint decision-making technology
DU Yongjie
ZHANG Wentao
DUN Qingjuan
Abstract：With the rapid development of artificial intelligence technologies such as large models and intelligent agents,and the utilization of large model decision-making to control smart home appliance scenarios,smart homes are evolving towards"scenario-based"and"personalized"directions through multi-agent decision-making technology.However,there are currently major issues such as complex smart home scenario configurations,fragmented communication protocols between devices,and deviations in understanding user intentions.To address these issues,a joint decision-making technology based on the large model decision-making framework is proposed,utilizing"one-click group formation"for intelligent agents.Through three innovative modules:MCP dynamic group formation,vertical domain large model interaction,and group definition-driven decision-making,dynamic generation and adaptive regulation of smart home scenarios are achieved.Experiments show that this technology is superior to traditional solutions in terms of cross-protocol communication delay,scenario adaptability accuracy,and user configuration efficiency,providing new ideas for the intelligent upgrade of smart home scenarios.
Keywords：Smart homeOne-click group creationVertical domain large modelJoint decision-makingDynamic scene generation
Publication Date：2025-12-09
Online Publishing Date：2026-01-06(First online date of this platform, not the publication date of the document)
Pages：5( 168-172 )