The machine learning function is installed in the rumba management application 'iRobot Home' and evolved to automatically perform cleaning according to user's habits and preferences
Among iRobot's robot vacuum cleaners such as '
iRobot Unveils Personalized Cleaning Experiences Powered by iRobot Genius™
https://www.multivu.com/players/English/8620651-irobot-genius-home-intelligence/
iRobot is giving its vacuum cleaners a new AI-powered brain-The Verge
https://www.theverge.com/2020/8/25/21377585/irobot-ai-software-update-home-intelligence-genius-app
'IRobot Genius Home Intelligence' is an update that improves the behavior of iRobot cleaning robots that support Wi-Fi, such as flagship model Roomba. 'IRobot Home' after the 'iRobot Genius Home Intelligence' update looks like the following.
The high-end model iRobot cleaning robot is equipped with 'imprint smart map' that automatically grasps the floor plan of the house, but the furniture such as sofas, tables and kitchen counters are also recognized by the 'iRobot Genius Home Intelligence' update I will do it. In addition, it is now possible to pinpoint cleaning around furniture that easily gets dirty, such as 'Rumba, clean under the table' via the digital assistant.
In addition, a new 'suggestion of optimal cleaning schedule' function is now available. It automatically suggests a separate cleaning schedule based on the user's cleaning pattern, such as 'cleaning the dining room after eating', 'cleaning the entrance on Monday mornings', and 'cleaning the living room on Friday nights'. .. It is also possible to set a schedule such as 'Start cleaning when you leave the house.'
Schedule 'favorites' feature allows you to perform preset cleaning routines at the touch of a button. For example, if you set up a routine called 'cleaning the dining and kitchen counters', you can quickly clean the food scraps such as bread crumbs and other waste generated by meals.
Through machine learning, it suggests 'increasing the frequency of cleaning' during periods such as pet hair replacement and hay fever. It is also possible to automatically learn 'cleaning prohibited areas' from past cleaning.
The iRobot Genius Home Intelligence update for iRobot Home will be available starting August 25, 2020. At the time of writing the article, I could confirm that the home screen of 'iRobot Home' was updated, but it was unclear whether other functions were implemented.
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